From 8e09f1b01620ec7b809a75e527468d2d5ea41bd9 Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Sun, 11 Dec 2022 20:27:05 -0800 Subject: [PATCH 01/45] Rename floodfill tools to magic wand in preparation of work. --- src/tools/{FloodFill.js => MagicWand.js} | 0 src/utils/{floodfill.js => magic-wand.js} | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename src/tools/{FloodFill.js => MagicWand.js} (100%) rename src/utils/{floodfill.js => magic-wand.js} (100%) diff --git a/src/tools/FloodFill.js b/src/tools/MagicWand.js similarity index 100% rename from src/tools/FloodFill.js rename to src/tools/MagicWand.js diff --git a/src/utils/floodfill.js b/src/utils/magic-wand.js similarity index 100% rename from src/utils/floodfill.js rename to src/utils/magic-wand.js From 981a9783dfb4dd43f23e0cc9089b0eb2099e7366 Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Sun, 11 Dec 2022 20:46:18 -0800 Subject: [PATCH 02/45] Implements image segmentation Magic Wand. This PR implements a Magic Wand, making it possible to click in a region of an image a user is doing segmentation labeling on, drag the mouse to dynamically change flood filling tolerance, then release the mouse button to get a new labeled area. It is particularly effective at labeling broad, diffuse, complex edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or organic shapes in biomedical applications. In-depth technical overview on how it works at the top of src/tools/MagicWand.js. --- examples/image_magic_wand/START.md | 44 + examples/image_magic_wand/annotations/1.json | 34963 ++++++++++++++++ examples/image_magic_wand/config.xml | 14 + .../image_magic_wand/gcp_cors_config.json | 8 + examples/image_magic_wand/index.js | 5 + examples/image_magic_wand/tasks.json | 16 + images/screenshots/image_magic_wand.png | Bin 0 -> 1931049 bytes src/assets/icons/index.tsx | 1 + src/assets/icons/tools/magic-wand-tool.svg | 18 + src/components/ImageView/ImageView.js | 8 + .../ImageView/ImageView.module.scss | 10 +- src/components/Node/Node.tsx | 2 +- src/env/development.js | 1 + src/regions/BrushRegion.js | 44 +- src/regions/Result.js | 1 + src/tags/control/MagicWand.js | 49 + src/tags/control/index.js | 3 + src/tags/object/Image.js | 4 + src/tags/object/PagedView.js | 1 + src/tags/visual/View.js | 1 + src/tools/MagicWand.js | 462 +- src/tools/index.js | 4 +- src/utils/canvas.js | 121 +- src/utils/image.js | 162 + src/utils/index.js | 4 +- src/utils/magic-wand.js | 104 +- 26 files changed, 35939 insertions(+), 111 deletions(-) create mode 100644 examples/image_magic_wand/START.md create mode 100644 examples/image_magic_wand/annotations/1.json create mode 100644 examples/image_magic_wand/config.xml create mode 100644 examples/image_magic_wand/gcp_cors_config.json create mode 100644 examples/image_magic_wand/index.js create mode 100644 examples/image_magic_wand/tasks.json create mode 100644 images/screenshots/image_magic_wand.png create mode 100644 src/assets/icons/tools/magic-wand-tool.svg create mode 100644 src/tags/control/MagicWand.js diff --git a/examples/image_magic_wand/START.md b/examples/image_magic_wand/START.md new file mode 100644 index 000000000..63fc27e5f --- /dev/null +++ b/examples/image_magic_wand/START.md @@ -0,0 +1,44 @@ + +# Magic Wand for Image Segmentation + +![Magic Wand](/images/screenshots/image_magic_wand.png "Magic Wand") + +# Install + +## Linux & Ubuntu guide + +Install python and virtualenv + +```bash +# install python and virtualenv +apt install python3.6 +pip3 install virtualenv + +# setup python virtual environment +virtualenv -p python3 env3 +source env3/bin/activate + +# install requirements +cd backend +pip install -r requirements.txt +``` + +## Cross Domain Image Access + +Note that if you are storing images that you'd like to apply the Magic Wand to cross-domain, such as on Google Storage Buckets, you will have to [enable CORS headers for the storage buckets to enable cross-domain pixel access](https://developer.mozilla.org/en-US/docs/Web/HTML/CORS_enabled_image) so that the Magic Wand can get the raw pixel data to threshold. By default browsers block JavaScript from accessing pixel-level image data unless the right CORS headers are set. + +As an example, if you wanted to configure a Google Storage Bucket with the right headers, you might do the following: + +```bash +gsutil cors set gcp_cors_config.json gs://BUCKET-NAME +``` + +Note that in the gcp_cors_config.json example given in this directory that we have set `origin` to `*`, which means all origins can access that data, as well as set `responseHeader` to `*`, which means all HTTP response headers can be accessed. In a real scenario you probably want to think through the security ramifications of this for your own particular Label Studio setup. + +# Start + +Magic Wand for image segmentation + +```bash +python server.py -c config.json -l ../examples/magic_wand/config.xml -i ../examples/magic_wand/tasks.json -o output +``` diff --git a/examples/image_magic_wand/annotations/1.json b/examples/image_magic_wand/annotations/1.json new file mode 100644 index 000000000..bb2f6e4cf --- /dev/null +++ b/examples/image_magic_wand/annotations/1.json @@ -0,0 +1,34963 @@ +{ + "annotations": [ + { + "id": 2, + "lead_time": 5.85, + "result": [ + { + "original_width": 3000, + "original_height": 2860, + "image_rotation": 0, + "value": { + "format": "rle", + "rle": [ + 2, + 11, + 174, + 128, + 57, + 27, + 255, + 6, + 107, + 0, + 224, + 79, + 255, + 251, + 12, + 3, + 129, + 113, + 255, + 237, + 48, + 14, + 6, + 95, + 255, + 192, + 204, + 192, + 56, + 24, + 63, + 255, + 30, + 119, + 0, + 224, + 79, + 255, + 251, + 12, 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"https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_1_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" + }, + "id": 1, + "task_path": "../examples/image_magic_wand/tasks.json" +} diff --git a/examples/image_magic_wand/config.xml b/examples/image_magic_wand/config.xml new file mode 100644 index 000000000..f4c15b1fc --- /dev/null +++ b/examples/image_magic_wand/config.xml @@ -0,0 +1,14 @@ + + + + + + + + + \ No newline at end of file diff --git a/examples/image_magic_wand/gcp_cors_config.json b/examples/image_magic_wand/gcp_cors_config.json new file mode 100644 index 000000000..ce8baa5c4 --- /dev/null +++ b/examples/image_magic_wand/gcp_cors_config.json @@ -0,0 +1,8 @@ +[ + { + "origin": ["*"], + "responseHeader": ["*"], + "method": ["GET"], + "maxAgeSeconds": 3600 + } + ] \ No newline at end of file diff --git a/examples/image_magic_wand/index.js b/examples/image_magic_wand/index.js new file mode 100644 index 000000000..0791bd369 --- /dev/null +++ b/examples/image_magic_wand/index.js @@ -0,0 +1,5 @@ +import config from "./config.xml"; +import tasks from "./tasks.json"; +import annotation from "./annotations/1.json"; + +export const ImageMagicWand = { config, tasks, annotation }; diff --git a/examples/image_magic_wand/tasks.json b/examples/image_magic_wand/tasks.json new file mode 100644 index 000000000..1f1b1c23d --- /dev/null +++ b/examples/image_magic_wand/tasks.json @@ -0,0 +1,16 @@ +[ + { + "id": 1202, + "data": { + "image": [ + "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_1_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_2_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + 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from './tools/rectangle-3point-tool.svg'; export { ReactComponent as IconRectangle3PointToolSmart } from './tools/rectangle-3point-tool-smart.svg'; +export { ReactComponent as IconMagicWandTool } from './tools/magic-wand-tool.svg'; export { ReactComponent as IconEraserTool } from './tools/eraser-tool.svg'; export { ReactComponent as IconHandTool } from './tools/hand-tool.svg'; export { ReactComponent as IconBrightnessTool } from './tools/brightness-tool.svg'; diff --git a/src/assets/icons/tools/magic-wand-tool.svg b/src/assets/icons/tools/magic-wand-tool.svg new file mode 100644 index 000000000..879e040bd --- /dev/null +++ b/src/assets/icons/tools/magic-wand-tool.svg @@ -0,0 +1,18 @@ + + + + + + + + + + + diff --git a/src/components/ImageView/ImageView.js b/src/components/ImageView/ImageView.js index 6af5f71f3..40f779fbb 100644 --- a/src/components/ImageView/ImageView.js +++ b/src/components/ImageView/ImageView.js @@ -891,8 +891,16 @@ export default observer( src={item._value} onLoad={item.updateImageSize} onError={this.handleError} + crossOrigin="Anonymous" alt="LS" /> + { + item.setOverlayRef(ref); + }} + style={item.imageTransform} + /> {/* @todo this is dirty hack; rewrite to proper async waiting for data to load */} {item.stageWidth <= 1 ? (item.hasTools ?

: null) : ( diff --git a/src/components/ImageView/ImageView.module.scss b/src/components/ImageView/ImageView.module.scss index 2d7de1490..197b3522f 100644 --- a/src/components/ImageView/ImageView.module.scss +++ b/src/components/ImageView/ImageView.module.scss @@ -88,8 +88,8 @@ width: 100%; height: 100%; - // padding hack to fill the empty space with given aspect ratio - // see ImageView.render() + // padding hack to fill the empty space with given aspect ratio + // see ImageView.render() .frame { position: absolute; overflow: hidden; @@ -103,6 +103,12 @@ position: relative; overflow: hidden; } + .overlay { + position: absolute; + top: 0; + pointer-events: none; + z-index: 100; + } img { position: absolute; diff --git a/src/components/Node/Node.tsx b/src/components/Node/Node.tsx index d48cef670..7a5024098 100644 --- a/src/components/Node/Node.tsx +++ b/src/components/Node/Node.tsx @@ -10,7 +10,7 @@ import { import './Node.styl'; import { Block, Elem } from '../../utils/bem'; -import { IconBrushTool, IconBrushToolSmart, IconCircleTool, IconCircleToolSmart, IconKeypointsTool, IconKeypointsToolSmart, IconPolygonTool, IconPolygonToolSmart, IconRectangle3PointTool, IconRectangle3PointToolSmart, IconRectangleTool, IconRectangleToolSmart, IconText, IconWarning } from '../../assets/icons'; +import { IconBrushTool, IconBrushToolSmart, IconMagicWandTool, IconCircleTool, IconCircleToolSmart, IconKeypointsTool, IconKeypointsToolSmart, IconPolygonTool, IconPolygonToolSmart, IconRectangle3PointTool, IconRectangle3PointToolSmart, IconRectangleTool, IconRectangleToolSmart, IconText, IconWarning } from '../../assets/icons'; import { NodeView } from './NodeView'; import { Tooltip } from '../../common/Tooltip/Tooltip'; diff --git a/src/env/development.js b/src/env/development.js index 0baf00005..a909e3953 100644 --- a/src/env/development.js +++ b/src/env/development.js @@ -37,6 +37,7 @@ import { ImageOCR } from '../examples/image_ocr'; import { ImagePolygons } from '../examples/image_polygons'; import { ImageSegmentation } from '../examples/image_segmentation'; import { ImageTools } from '../examples/image_tools'; +import { ImageMagicWand } from '../examples/image_magic_wand'; /** * HTML diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index 0e6cdd127..ea926f870 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -122,6 +122,8 @@ const Model = types rle: types.frozen(), + maskDataURL: types.frozen(), + touches: types.array(Points), currentTouch: types.maybeNull(types.reference(Points)), }) @@ -462,20 +464,43 @@ const HtxBrushView = ({ item }) => { const { suggestion } = useContext(ImageViewContext) ?? {}; // Prepare brush stroke from RLE with current stroke color - useMemo(() => { - if (!item.rle || !item.parent || item.parent.naturalWidth <=1 || item.parent.naturalHeight <= 1) return; - const img = Canvas.RLE2Region(item.rle, item.parent, { color: item.strokeColor }); + useMemo(async function() { - img.onload = () => { - setImage(img); - item.setReady(true); - }; + // Two possible ways to draw an image from precreated data: + // - rle - An RLE encoded RGBA image + // - maskDataURL - an RGBA mask encoded as an image data URL that can be directly placed into + // an image without having to go through an RLE encode/decode loop to save performance for tools + // that dynamically produce image masks. + + if (!item.rle && !item.maskDataURL) return; + if (!item.parent || item.parent.naturalWidth <=1 || item.parent.naturalHeight <= 1) return; + + let img; + + if (item.maskDataURL) { + img = await Canvas.maskDataURL2Image(item.maskDataURL, { color: item.strokeColor }); + } else if (item.rle) { + img = Canvas.RLE2Region(item.rle, item.parent, { color: item.strokeColor }); + } + + if (img) { + img.onload = () => { + setImage(img); + item.setReady(true); + }; + } }, [ item.rle, + item.maskDataURL, + item.maskBoundsMinX, + item.maskBoundsMinY, + item.maskBoundsMaxX, + item.maskBoundsMaxY, item.parent, item.parent?.naturalWidth, item.parent?.naturalHeight, item.strokeColor, + item.opacity, ]); // Drawing hit area by shape color to detect interactions inside the Konva @@ -515,7 +540,7 @@ const HtxBrushView = ({ item }) => { const drawCallback = useMemo(()=>{ let done = false; - return () => { + return async function() { const { highlighted } = highlightedRef.current; const layer = layerRef.current; const isDrawing = item.parent?.drawingRegion === item; @@ -550,6 +575,7 @@ const HtxBrushView = ({ item }) => { item.parent?.zoomingPositionY, item.parent?.stageWidth, item.parent?.stageHeight, + item.maskDataURL, item.rle, image, ]); @@ -669,6 +695,6 @@ const HtxBrushView = ({ item }) => { const HtxBrush = AliveRegion(HtxBrushView, { renderHidden: true }); Registry.addTag('brushregion', BrushRegionModel, HtxBrush); -Registry.addRegionType(BrushRegionModel, 'image', value => value.rle || value.touches); +Registry.addRegionType(BrushRegionModel, 'image', value => value.rle || value.touches || value.maskDataURL); export { BrushRegionModel, HtxBrush }; diff --git a/src/regions/Result.js b/src/regions/Result.js index 1cf97f8e9..0729d5bed 100644 --- a/src/regions/Result.js +++ b/src/regions/Result.js @@ -41,6 +41,7 @@ const Result = types 'polygon', 'brush', 'ellipse', + 'magicwand', 'rectanglelabels', 'keypointlabels', 'polygonlabels', diff --git a/src/tags/control/MagicWand.js b/src/tags/control/MagicWand.js new file mode 100644 index 000000000..fb1eb6f10 --- /dev/null +++ b/src/tags/control/MagicWand.js @@ -0,0 +1,49 @@ +import { types } from "mobx-state-tree"; + +import Registry from "../../core/Registry"; +import ControlBase from "./Base"; +import { customTypes } from "../../core/CustomTypes"; +import { AnnotationMixin } from "../../mixins/AnnotationMixin"; +import SeparatedControlMixin from "../../mixins/SeparatedControlMixin"; +import { ToolManagerMixin } from "../../mixins/ToolManagerMixin"; + +const TagAttrs = types.model({ + name: types.identifier, + toname: types.maybeNull(types.string), + opacity: types.optional(customTypes.range(), "0.6"), + blurradius: types.optional(types.string, "5"), + defaultthreshold: types.optional(types.string, "15"), +}); + +const Model = types + .model({ + type: "magicwand", + }) + .views(self => ({ + get hasStates() { + console.log("MagicWand tags/control.hasStates"); + const states = self.states(); + + return states && states.length > 0; + }, + })) + .volatile(() => ({ + toolNames: ['MagicWand'], + })); + +const MagicWandModel = types.compose("MagicWandModel", + ControlBase, + AnnotationMixin, + SeparatedControlMixin, + TagAttrs, + Model, + ToolManagerMixin, +); + +const HtxView = () => { + return null; +}; + +Registry.addTag("magicwand", MagicWandModel, HtxView); + +export { HtxView, MagicWandModel }; \ No newline at end of file diff --git a/src/tags/control/index.js b/src/tags/control/index.js index cb738f201..16d58e3b5 100644 --- a/src/tags/control/index.js +++ b/src/tags/control/index.js @@ -28,6 +28,8 @@ import { EllipseModel } from './Ellipse'; import { RelationsModel } from './Relations'; import { RelationModel } from './Relation'; +import { MagicWandModel } from "./MagicWand"; + export { LabelsModel, BrushLabelsModel, @@ -54,6 +56,7 @@ export { EllipseModel, RelationsModel, RelationModel, + MagicWandModel, VideoRectangleModel, ParagraphLabelsModel }; diff --git a/src/tags/object/Image.js b/src/tags/object/Image.js index 27d5c31db..af365b104 100644 --- a/src/tags/object/Image.js +++ b/src/tags/object/Image.js @@ -814,6 +814,10 @@ const Model = types.model({ currentTool?.updateCursor?.(); }, + setOverlayRef(ref) { + self.overlayRef = ref; + }, + // @todo remove setSelected() { // self.selectedShape = shape; diff --git a/src/tags/object/PagedView.js b/src/tags/object/PagedView.js index f2694b60d..7fcdf5d8b 100644 --- a/src/tags/object/PagedView.js +++ b/src/tags/object/PagedView.js @@ -32,6 +32,7 @@ const Model = types.model({ 'polygon', 'keypoint', 'brush', + 'magicwand', 'rectanglelabels', 'ellipselabels', 'polygonlabels', diff --git a/src/tags/visual/View.js b/src/tags/visual/View.js index 97582aacd..06b292349 100644 --- a/src/tags/visual/View.js +++ b/src/tags/visual/View.js @@ -62,6 +62,7 @@ const Model = types 'polygon', 'keypoint', 'brush', + 'magicwand', 'rectanglelabels', 'ellipselabels', 'polygonlabels', diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 6dd8598b8..522a85cb9 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -1,104 +1,470 @@ import React from 'react'; +import chroma from 'chroma-js'; import { observer } from 'mobx-react'; import { types } from 'mobx-state-tree'; import BaseTool from './Base'; -import SliderTool from '../components/Tools/Slider'; +import Canvas from '../utils/canvas'; +import { defaultStyle } from '../core/Constants'; import ToolMixin from '../mixins/Tool'; -import { PolygonRegionModel } from '../regions/PolygonRegion'; -import { calcBorder, getImageData } from '../utils/floodfill'; +import { DrawingTool } from '../mixins/DrawingTool'; +import { getActualZoomingPosition, getTransformedImageData } from '../utils/image'; +import { drawMask } from '../utils/magic-wand'; import { guidGenerator } from '../core/Helpers'; +import { IconMagicWandTool } from '../assets/icons'; +import { Tool } from '../components/Toolbar/Tool'; -const DEF_THRESHOLD = 10; + +/** + * This file implements a Magic Wand, making it possible to click in a region of an image a user is doing + * segmentation labeling on, drag the mouse to dynamically change flood filling tolerance, then release + * the mouse button to get a new labeled area. It is particularly effective at labeling broad, diffuse, + * complex edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or + * organic shapes in biomedical applications. + * + * + * Technical Overview: + * + * First, the image we want to do the Magic Wand on can actually be displayed larger or smaller than + * the actual size of the image, whether due to the user zooming, panning, or the image being shrunken + * down to fit within the available screen real estate, so we will need to be aware of this + * discrepancy in terms of our coordinates and image data. + * + * Some terms you might see in the code: + * - `naturalWidth`/`naturalHeight`: The actual, intrinsic size of the image, if loaded into an image + * viewer. + * - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in + * the browser. + * - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser`` size, parts of + * it might be clipped and overflow hidden by a viewport lying over it and constraining it. + * `viewportWidth`/`viewportHeight` relates the size of the viewport. + * + * Users might be working with very large images, and if we are not careful the Magic Wand thresholding + * operation done while the user is dragging the mouse can get very slow. In addition, when the user + * releases the mouse to apply a final mask, if we are not careful the final masking operation can be + * very slow. We are therefore quite conscious about performance in the Magic Wand implementation. + * + * When the user first presses down on the mouse button (`mousedownEv`), we first have to re-apply + * any CSS transforms the image might be under (zooming, panning, etc.) in `initCanvas`. There is no way + * to get pixel-level image data that has CSS transforms applied to it, so we recreate these transforms + * on top of an offscreen canvas (`getTransformedImageData`), efficiently blitting just the area in the + * viewport to the offscreen buffer. + * + * During mouse movement (`mousemoveEv`), we `threshold()` based on how far the mouse is from the + * initial `anchorX`/`anchorY` seeds, updating the mask with `drawMask`. + * + * When the user is finished with the dynamic thresholding and releases the mouse button (`mouseupEv`), + * we setup the final mask (`setupFinalMask`) by taking the existing Magic Wanded result, which might + * be zoomed, panned, or scaled down, and correctly upscale or downscale the mask into the full natural + * sized image wherever it would actually be (`copyTransformedMaskToNaturalSize`). This has the benefit of + * being very fast vs. attempting to do Magic Wand thresholding against the entire, naturally sized + * image, which could be very large. + * + * Experiments also showed that thresholding can be very different if the image is scaled larger or smaller + * for final results, which can be confusing for the user if when they release the mouse button if what + * they see is very different then what was shown during dynamic thresholding. If we are zoomed in, the final + * mask will end at the edges of the current zoom level, which can also help to reduce surprise at the final + * results. + * + * Once we have the final mask, we need to turn it into a final BrushRegion with results (`finalMaskToRegion`). + * This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the + * BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw + * onto it's canvas quickly, which also makes it possible for the user to dynamically + * change the class color later on. + */ const ToolView = observer(({ item }) => { return ( - { - const sel = item.selected; + if (item.selected) return; - item.manager.selectTool(item, !sel); - }} - onChange={val => { - item.setThreshold(val); + item.manager.selectTool(item, true); }} /> ); }); const _Tool = types - .model('FloodFillTool', { - threshold: types.optional(types.number, DEF_THRESHOLD), + .model('MagicWandTool', { group: 'segmentation', + shortcut: 'W', + smart: true, isDrawingTool: true, }) + .volatile(() => ({ + currentThreshold: null, + mask: null, + + anchorX: null, + anchorY: null, + + overlay: null, + overlayCtx: null, + overlayOrigStyle: null, + + transformedData: null, + transformedCanvas: null, + + currentArea: null, + + naturalWidth: null, + naturalHeight: null, + imageDisplayedInBrowserWidth: null, + imageDisplayedInBrowserHeight: null, + viewportWidth: null, + viewportHeight: null, + zoomScale: null, + zoomingPositionX: null, + zoomingPositionY: null, + negativezoom: null, + rotation: null, + })) .views(self => ({ get viewClass() { return () => ; }, + + get tagTypes() { + return { + stateTypes: 'brushlabels', + controlTagTypes: ['brushlabels', 'magicwand'], + }; + }, + + get iconComponent() { + return IconMagicWandTool; + }, + + get defaultthreshold() { + return parseInt(self.control.defaultthreshold, 10); + }, + + get opacity() { + return parseFloat(self.control.opacity); + }, + + get fillcolor() { + const defaultColor = chroma(defaultStyle.fillcolor).hex(); + let color = defaultColor; + const states = self.obj.states(); + + if (!states.length) return color; + + const selectedEntry = states.find(entry => typeof entry.selectedColor !== 'undefined'); + + color = selectedEntry ? selectedEntry.selectedColor : defaultColor; + return chroma(color).hex(); + }, + + get blurradius() { + return parseInt(self.control.blurradius, 10); + }, })) .actions(self => ({ - setThreshold(val) { - self.threshold = val; + + getEventCoords(ev) { + // Mouse click x, y coordinates should be relative to the offsetX/offsetY of the actual + // fragment of image being displayed in the viewport. If the image is zoomed and + // panned, offsetX/offsetY will still stay relative to what is actually being + // displayed (i.e. it will change if we pan around). + + const x = ev.offsetX, + y = ev.offsetY; + + return [x, y]; + }, + + mousedownEv(ev) { + // Start magic wand thresholding. + self.annotation.history.freeze(); + self.mode = 'drawing'; + self.currentThreshold = self.defaultthreshold; + + // Listen for the escape key to quit the Magic Wand; get the event + // before others, allowing it to bubble upwards (useCapture: true), + // as otherwise the escape key gets eaten by other keyboard listeners. + window.addEventListener('keydown', self.keydownEv, true /* useCapture */); + + [self.anchorX, self.anchorY] = self.getEventCoords(ev); + self.initCanvas(); + self.initCurrentArea(); + }, + + mousemoveEv(ev) { + // If we are in magic wand mode, change the threshold based on the mouse movement. + if (self.mode !== 'drawing') return; + + const [newX, newY] = self.getEventCoords(ev); + + self.threshold(newX, newY, self.fillcolor, self.opacity); }, mouseupEv() { + // Note: If the mouse button is released outside of the stage area, mouseupEv is called + // but not clickEv. For this reason do final work in mouseUp to handle this edge + // condition instead of using clickEv. + + // Were we cancelled mid-way while using the Magic Wand? + if (self.mode === 'viewing') return; + + // Finish magic wand thresholding. self.mode = 'viewing'; + window.removeEventListener('keydown', self.keydownEv, true /* useCapture */); + + self.setupFinalMask(); }, - mousemoveEv() { - if (self.mode !== 'drawing') return; + keydownEv(e) { + const { key } = e; + + if (key === 'Escape') { + // Eat the escape key event. + e.preventDefault(); + e.stopPropagation(); + + self.mode = 'viewing'; + window.removeEventListener('keydown', self.keydownEv, true /* useCapture */); + self.overlayCtx.clearRect(0, 0, self.overlay.width, self.overlay.height); + } }, - createPolygonRegion(points) { - const { states, strokecolor } = {}; - const c = self.control; - const p = PolygonRegionModel.create({ + /** + * Setup an initial canvas overlay and an initial transformed mask to match where the + * user first clicked as a threshold anchor point, with a default threshold value. + */ + initCanvas() { + const image = self.obj; + const imageRef = image.imageRef; + + self.naturalWidth = imageRef.naturalWidth; + self.naturalHeight = imageRef.naturalHeight; + self.imageDisplayedInBrowserWidth = imageRef.width; + self.imageDisplayedInBrowserHeight = imageRef.height; + self.viewportWidth = Math.round(image.canvasSize.width); + self.viewportHeight = Math.round(image.canvasSize.height); + self.zoomScale = image.zoomScale; + self.zoomingPositionX = image.zoomingPositionX; + self.zoomingPositionY = image.zoomingPositionY; + self.negativezoom = self.zoomScale < 1; + self.rotation = image.rotation; + + if (self.rotation || image.crosshair) { + self.mode = 'viewing'; + self.annotation.history.unfreeze(); + + let msg; + + if (self.rotation) { + msg = 'The Magic Wand is not supported on rotated images'; + } else { + msg = 'The Magic Wand is not supported if the crosshair is turned on'; + } + + alert(msg); + throw msg; + } + + // Make sure to apply any CSS transforms that might be showing (zooms, pans, etc.) + // but in a way that allows us to access the pixel-level data under those transforms. + [self.transformedData, self.transformedCanvas] = getTransformedImageData(imageRef, + self.naturalWidth, self.naturalHeight, + self.imageDisplayedInBrowserWidth, self.imageDisplayedInBrowserHeight, + self.viewportWidth, self.viewportHeight, + self.zoomScale, + self.zoomingPositionX, + self.zoomingPositionY, + self.negativezoom, + self.rotation); + + // Clear out any transformations on the overlay, other than a basic width and height, + // as the segment we will show will already be transformed and it's mask directly + // blitted to the overlay without further transforms needed. + self.overlay = image.overlayRef; + self.overlayOrigStyle = self.overlay.style; + + self.overlay.style = ""; + self.overlay.width = self.transformedCanvas.width; + self.overlay.height = self.transformedCanvas.height; + self.overlayCtx = self.overlay.getContext('2d'); + + // Now draw an initial Magic Wand with default threshold and anchored at the + // location given. + self.mask = drawMask(self.transformedData, self.overlayCtx, + self.transformedCanvas.width, self.transformedCanvas.height, + self.anchorX, self.anchorY, + self.currentThreshold, self.fillcolor, self.opacity, self.blurradius, + true /* doPaint */); + }, + + /** + * Creates an empty BrushRegion drawing area that we will plug our final mask into + * once the user is done with the Magic Wand by releasing the mouse button. + */ + initCurrentArea() { + const regionOpts = { id: guidGenerator(), + strokewidth: 1, + object: self.obj, + points: [], + fillcolor: self.fillcolor, + strokecolor: self.fillcolor, + opacity: self.opacity, + }; - opacity: parseFloat(c.opacity), - fillcolor: c.fillcolor, + self.currentArea = self.createDrawingRegion(regionOpts); + }, - strokewidth: parseInt(c.strokewidth), - strokecolor, + /** + * As the user drags their mouse, we should calculate a new threshold value + * by using the displacement of the mouse from the anchor point. + * @param {int} newX New position of the mouse. + * @param {int} newY Same, but for Y direction. + */ + threshold(newX, newY) { + if (newX !== self.anchorX || newY !== self.anchorY) { + // Get the offset of where we've dragged the mouse to update the threshold. + const dx = newX - self.anchorX, + dy = newY - self.anchorY, + len = Math.sqrt(dx * dx + dy * dy), + adx = Math.abs(dx), + ady = Math.abs(dy); + let sign = adx > ady ? dx / adx : dy / ady; - pointsize: c.pointsize, - pointstyle: c.pointstyle, + sign = sign < 0 ? sign / 5 : sign / 3; - states, + const newThreshold = Math.min(Math.max(self.defaultthreshold + Math.floor(sign * len), 1), 255); - coordstype: 'px', - }); + if (newThreshold !== self.currentThreshold) { + self.currentThreshold = newThreshold; + self.mask = drawMask(self.transformedData, self.overlayCtx, + self.transformedCanvas.width, self.transformedCanvas.height, + self.anchorX, self.anchorY, self.currentThreshold, self.fillcolor, + self.opacity, self.blurradius, true /* doPaint */); + } + } + }, + + /** + * Take the final results from the user and create a final mask we can work with, + * ultimately producing a BrushRegion with the Magic Wand results. + */ + setupFinalMask() { + // The mask is a single channel; convert it to be RGBA multi-channel data as a data URL. + const singleChannelMask = self.mask; + let canvasWidth, canvasHeight; - points.forEach(t => p.addPoint(t.x, t.y)); - self.obj.addShape(p); + if (self.negativezoom) { + canvasWidth = Math.min(self.viewportWidth, self.imageDisplayedInBrowserWidth); + canvasHeight = Math.min(self.viewportHeight, self.imageDisplayedInBrowserHeight); + } else { + canvasWidth = self.viewportWidth; + canvasHeight = self.viewportHeight; + } - p.closePoly(); + const scaledDataURL = Canvas.mask2DataURL(singleChannelMask.data, + canvasWidth, canvasHeight, '#FFFFFF'); - return p; + // Get the mask onto a canvas surface we can work with, to blit and upscale/downscale + // the final results. + const blitImg = document.createElement('img'); + + blitImg.onload = self.copyTransformedMaskToNaturalSize.bind(this, blitImg); + blitImg.src = scaledDataURL; }, - clickEv(ev, [x, y]) { - const image = self.obj; - const imageRef = image.imageRef; - const imageData = getImageData(imageRef); - const points = calcBorder(imageData.data, image.naturalWidth, image.naturalHeight, x, y, self.threshold, true); + /** + * Given some mask that was drawn on an area that might be zoomed, panned, + * or scaled, copy it over to a full, naturally sized image in order to get + * our final mask. + * + * @param blitImg {Image} DOM image object that has been loaded with the scaled mask, + * ready for us to get pixels from. + */ + copyTransformedMaskToNaturalSize(blitImg) { + const naturalCanvas = document.createElement('canvas'); + + naturalCanvas.width = self.naturalWidth; + naturalCanvas.height = self.naturalHeight; + + const naturalCtx = naturalCanvas.getContext('2d'); + + // Get the dimensions of what we are showing in the browser, but transform them into coordinates + // relative to the full, natural size of the image. Useful so that we can ultimately transform + // our mask that was drawn in zoomed, panned, or shrunken coordinates over to the actual, natively + // sized image. + const [viewportNaturalX, viewportNaturalY] = getActualZoomingPosition( + self.naturalWidth, self.naturalHeight, + self.imageDisplayedInBrowserWidth, self.imageDisplayedInBrowserHeight, + self.zoomingPositionX, + self.zoomingPositionY); + const viewportNaturalWidth = + Math.ceil((self.transformedCanvas.width / self.imageDisplayedInBrowserWidth) * self.naturalWidth); + const viewportNaturalHeight = + Math.ceil((self.transformedCanvas.height / self.imageDisplayedInBrowserHeight) * self.naturalHeight); - if (points) self.createPolygonRegion(points); + // Now efficiently draw this mask over onto the full, naturally sized image. + // Source dimensions. + const sx = 0, + sy = 0, + sWidth = self.transformedCanvas.width, + sHeight = self.transformedCanvas.height; + // Destination dimensions. + const dx = viewportNaturalX, + dy = viewportNaturalY, + dWidth = viewportNaturalWidth, + dHeight = viewportNaturalHeight; - self.control.unselectAll(); + naturalCtx.drawImage(blitImg, sx, sy, sWidth, sHeight, dx, dy, dWidth, dHeight); + + // Turn this into a data URL that we can use to initialize a real brush region, as well + // as the bounding coordinates of the mask in natural coordinate space. + const maskDataURL = naturalCanvas.toDataURL(); + + self.finalMaskToRegion(maskDataURL); }, - mousedownEv() { - self.mode = 'drawing'; + /** + * Given final Magic Wand results as a data URL, turn them into a BrushRegion to hold + * the results. + * @param {string} maskDataURL Full, natural sized mask setup with the appropriate class + * color, turned into an image data URL. + */ + finalMaskToRegion(maskDataURL) { + const value = { + maskDataURL, + coordstype: 'px', + dynamic: false, + }; + const newArea = self.annotation.createResult(value, + self.currentArea.results[0].value.toJSON(), self.control, self.obj); + + self.currentArea.setDrawing(false); + self.applyActiveStates(newArea); + self.deleteRegion(); + newArea.notifyDrawingFinished(); + + self.annotation.history.unfreeze(); + self.annotation.setIsDrawing(false); + + // Clean up side effects. + self.overlay.style = self.origStyle; + + setTimeout(() => { + // Clear our overlay to reset state _after_ we've drawn the actual region, + // to prevent a clear 'flash' and to increase apparent performance. + self.overlayCtx.clearRect(0, 0, self.overlay.width, self.overlay.height); + }); }, })); -const FloodFill = types.compose(_Tool.name, ToolMixin, _Tool, BaseTool); +const MagicWand = types.compose(_Tool.name, ToolMixin, BaseTool, DrawingTool, _Tool); -export { FloodFill }; +export { MagicWand }; diff --git a/src/tools/index.js b/src/tools/index.js index 1e89fb79a..bccbecee5 100644 --- a/src/tools/index.js +++ b/src/tools/index.js @@ -11,7 +11,7 @@ import { Zoom } from './Zoom'; import { Rotate } from './Rotate'; import { Brightness } from './Brightness'; import { Contrast } from './Contrast'; -import { FloodFill } from './FloodFill'; +import { MagicWand } from './MagicWand'; import { Selection } from './Selection'; -export { Brush, Erase, KeyPoint, Polygon, Rect, Rect3Point, Ellipse, Brightness, Contrast, Rotate, Zoom, FloodFill, Selection }; +export { Brush, Erase, KeyPoint, Polygon, Rect, Rect3Point, Ellipse, Brightness, Contrast, Rotate, Zoom, MagicWand, Selection }; diff --git a/src/utils/canvas.js b/src/utils/canvas.js index 09f4d2d71..4f6a1dbfc 100644 --- a/src/utils/canvas.js +++ b/src/utils/canvas.js @@ -4,19 +4,104 @@ import Constants from '../core/Constants'; import * as Colors from './colors'; -// given the imageData object returns the DOM Image with loaded data -function imageData2Image(imagedata) { +// given a single channel UInt8 image data mask with non-zero values indicating the +// mask, turn it into a 4 channgel RGBA image data URL filled in with the given +// color for pixels turned on in the mask. +function mask2DataURL(singleChannelData, nw, nh, color) { const canvas = document.createElement('canvas'); const ctx = canvas.getContext('2d'); - canvas.width = imagedata.width; - canvas.height = imagedata.height; - ctx.putImageData(imagedata, 0, 0); + canvas.width = nw; + canvas.height = nh; + + const numChannels = 1; + + setMaskPixelColors(ctx, singleChannelData, nw, nh, color, numChannels); + + const url = canvas.toDataURL(); + + return url; +} + +// given an RGBA image data URL, turn it into an actual DOM Image filled in with the current +// class color. +function maskDataURL2Image(maskDataURL, { color = Constants.FILL_COLOR } = {}) { + return new Promise((resolve, reject) => { + const img = document.createElement('img'); + + img.onload = () => { + const canvas = document.createElement('canvas'); + const nw = img.width, + nh = img.height; + + canvas.width = nw; + canvas.height = nh; + + const ctx = canvas.getContext('2d'); + + ctx.drawImage(img, 0, 0); + + const imgData = ctx.getImageData(0, 0, nw, nh); + + const numChannels = 4; // RGBA + + setMaskPixelColors(ctx, imgData.data, nw, nh, color, numChannels); + + img.src = canvas.toDataURL(); - const image = new Image(); + resolve(img); + }; + img.src = maskDataURL; + }); +} + +// Given some RGBA mask pixel array, efficiently sets the colors. Note that we assume that the same value is set +// throughout the channels of the mask, so that no channel will be set to 0 if there is a valid mask +// position there (i.e. all channels might be 255 if a mask is present). +function setMaskPixelColors(ctx, data, nw, nh, color, numChannels) { + const [red, green, blue] = chroma(color).rgb(); + const alpha = 255; + + // Efficently expand the single channel mask to be multi-channel by treating the + // target array as single 32-bit numbers, so that the RGBA values can be set in + // a single machine instruction via bit-shifting in a performance conscious way. + const resultsData = ctx.getImageData(0, 0, nw, nh); + const buffer = new ArrayBuffer(nw * nh * 4); // RGBA + const dataView = new Uint32Array(buffer); + const expandedView = new Uint8ClampedArray(buffer); + + // Clamped arrays have different byte endian ordering for different platforms, + // effecting the order in which we set 8-bit colors via 32-bit values. + const endian = checkEndian(); + let finalColor; + + if (endian === 'little endian') { + finalColor = (alpha << 24) | (blue << 16) | (green << 8) | red; + } else if (endian === 'big endian') { + finalColor = (red << 24) | (green << 16) | (blue << 8) | alpha; + } else { + throw new Error(`Unknown platform endianness: ${endian}`); + } + + let x, y; + const sourceNumChannels = numChannels; // Could be 1-channel mask or RGBA mask. - image.src = canvas.toDataURL(); - return image; + for (y = 0; y <= nh; y++) { + for (x = 0; x <= nw; x++) { + // The source is UInt8, while the target is UInt32. + // This means indexing the source should be multiplied by the number + // of channels, while for the target every 32-bit entry contains the full + // RGBA value so we can index into it directly. + const idx = (y * nw + x); + + if (data[idx * sourceNumChannels]) { // If the mask is set at this position... + dataView[idx] = finalColor; + } + } + } + + resultsData.data.set(expandedView); + ctx.putImageData(resultsData, 0, 0); } // given the RLE array returns the DOM Image element with loaded image @@ -318,10 +403,28 @@ const trim = (canvas) => { }; }; +/** + * JavaScript clamped arrays will follow the byte ordering of their platform (either little- + * or big endian). This method returns "little endian" if byte ordering starts to the right, or + * "big endian" if byte ordering starts from the left. + */ +function checkEndian() { + const arrayBuffer = new ArrayBuffer(2); + const uint8Array = new Uint8Array(arrayBuffer); + const uint16array = new Uint16Array(arrayBuffer); + + uint8Array[0] = 0xAA; // set first byte + uint8Array[1] = 0xBB; // set second byte + if (uint16array[0] === 0xBBAA) return 'little endian'; + if (uint16array[0] === 0xAABB) return 'big endian'; + else throw new Error('Can not determine platform endianness'); +} + export default { - imageData2Image, Region2RLE, RLE2Region, + mask2DataURL, + maskDataURL2Image, brushSizeCircle, labelToSVG, trim, diff --git a/src/utils/image.js b/src/utils/image.js index 0151cc9f0..ba59fb4af 100644 --- a/src/utils/image.js +++ b/src/utils/image.js @@ -163,3 +163,165 @@ export function createDragBoundFunc(item, offset = { x:0, y:0 }) { }); }; } + +/** + * An image on the stage that is being labelled might be under some CSS transformations, + * such as being zoomed in, negatively zoomed out, rotated, etc., while also being shown in a + * viewport on top of the image that might cut parts of it off. For operations like the + * Magic Wand we need to ultimately get raw pixel data of the image with these transforms applied. + * + * Unfortunately it is impossible to get the raw pixel values exhibiting the actual CSS + * transforms for an Image via JavaScript. Instead, we have to take the original untransformed + * image and blit it to a Canvas with similar transforms but done through the Canvas API, + * then getting the transformed raw pixels. + * + * In addition, doing all of this on large images can burn performance cycles that can + * make using tools like the Magic Wand onerous, so we also attempt to only transform & blit + * the image to exactly the area currently being shown in the viewport, so that we don't + * do wasted work. + * + * We currently support zoomed in, negative zoom, and images being scaled in their viewport. + * We do not support rotated images currently with this method. + * + * @param {Image} img DOM Image object to ultimately get raw, transformed pixel values for. + * @param {int} naturalWidth The actual size of the Image if it were loaded from disk and shown + * its full, real size. + * @param {int} naturalHeight Same, but for the height. + * @param imageDisplayedInBrowserWidth {int} When the image is displayed in an actual browser + * it can be shrunken or expanded based on its container and available screen real estate; this + * is that width. + * @param imageDisplayedInBrowserHeight {int} Same, but for the height. + * @param viewportWidth {int} The width in pixels of where the image is actually being displayed; + * this is different than the imageDisplayedInBrowserWidth as the size of the image might be + * clipped by the edges of the viewport when overflow: hidden is set, like looking through the + * edges of a window clipping a view of the world outside. + * @param viewportHeight {int} Same, but for the height. + * @param zoomScale {float} 1 if no zooming is happening, >1 if zooming is on, <1 if negatively + * zoomed outwards. + * @param zoomingPositionX {float} If zoomed and panned away from the image origin at the upper + * left of the screen, relates negative float coordinates from that corner of the X value, + * where these coordinates are relative to the imageDisplayedInBrowserWidth values. + * @param zoomingPositionY {float} Same, but for the height. + * @param negativezoom {boolean} True If a template allows negative zooming (i.e. zooming outwards + * beyond the actual size of the image), and if the user is currently actually negative zooming, + * will be true. + * @returns {[ImageData, Canvas]} Returns an array with the actual RGBA imagedata of the transformed + * image, as well as a Canvas with the transformed image drawn on it. + */ +export function getTransformedImageData(img, + naturalWidth, naturalHeight, + imageDisplayedInBrowserWidth, imageDisplayedInBrowserHeight, + viewportWidth, viewportHeight, + zoomScale, + zoomingPositionX, + zoomingPositionY, + negativezoom) { + + // If negative zoom is on, the image as displayed in the browser could actually be + // _smaller_ than the viewport. Get the minimum size between these when creating + // our ultimate canvas. + let canvasWidth, canvasHeight; + + if (negativezoom) { + canvasWidth = Math.min(viewportWidth, imageDisplayedInBrowserWidth); + canvasHeight = Math.min(viewportHeight, imageDisplayedInBrowserHeight); + } else { + canvasWidth = viewportWidth; + canvasHeight = viewportHeight; + } + + const canvas = document.createElement("canvas"); + + canvas.width = canvasWidth; + canvas.height = canvasHeight; + + const ctx = canvas.getContext('2d'); + + const [viewportNaturalX, viewportNaturalY] = getActualZoomingPosition( + naturalWidth, naturalHeight, + imageDisplayedInBrowserWidth, imageDisplayedInBrowserHeight, + zoomingPositionX, + zoomingPositionY); + + // The viewport dimensions are some percentage of the actual size of the image + // shown in the browser; determine that then calculate the percentage dimension + // of the viewport in natural coordinate space. If we are negative zooming then + // the calculations are slightly different. + let viewportNaturalWidth, viewportNaturalHeight; + + if (negativezoom) { + viewportNaturalWidth = naturalWidth; + viewportNaturalHeight = naturalHeight; + } else { + viewportNaturalWidth = Math.ceil((viewportWidth / imageDisplayedInBrowserWidth) * naturalWidth); + viewportNaturalHeight = Math.ceil((viewportHeight / imageDisplayedInBrowserHeight) * naturalHeight); + } + + // Only draw the part of the image under transformations to the viewport that we will actually + // use, so we can then efficiently get its pixel data for pixel-level tools. + + // Source dimensions. + const sx = viewportNaturalX, + sy = viewportNaturalY, + sWidth = viewportNaturalWidth, + sHeight = viewportNaturalHeight; + // Destination dimensions. + const dx = 0, + dy = 0, + dWidth = canvasWidth, + dHeight = canvasHeight; + + ctx.drawImage(img, sx, sy, sWidth, sHeight, dx, dy, dWidth, dHeight); + + // Now grab the transformed pixels from the canvas for the values to actual do Magic Wanding on. + // If an exception is thrown then CORS cross domain headers are probably not configured + // correctly. + let transformedData; + + try { + transformedData = ctx.getImageData(0, 0, canvas.width, canvas.height); + } catch (err) { + const msg = "Please configure CORS cross-domain headers correctly for getting image labeling data"; + + alert(msg); + console.error(msg); + throw(msg); + } + + return [transformedData, canvas]; +} + +/** + * Given some image that we might be zoomed into, get its x and y values relative to the actual, + * natural size of the image. + * + * @param {int} naturalWidth The actual size of the Image if it were loaded from disk and shown + * its full, real size. + * @param {int} naturalHeight Same, but for the height. + * @param imageDisplayedInBrowserWidth {int} When the image is displayed in an actual browser + * it can be shrunken or expanded based on its container and available screen real estate; this + * is that width. + * @param imageDisplayedInBrowserHeight {int} Same, but for the height. + * @param zoomingPositionX {float} If zoomed and panned away from the image origin at the upper + * left of the screen, relates negative float coordinates from that corner of the X value, + * where these coordinates are relative to the imageDisplayedInBrowserWidth values. + * @param zoomingPositionY {float} Same, but for the height. + * @returns {[int, int]} X and Y upper left position of where the zoom is relative to the actual, + * natural size of the image. + */ +export function getActualZoomingPosition(naturalWidth, naturalHeight, + imageDisplayedInBrowserWidth, imageDisplayedInBrowserHeight, + zoomingPositionX, + zoomingPositionY) { + + // The zoomingPosition is actually relative to whatever size the image is + // actually being displayed in the browser (which could be scaled down or up), + // so turn it into a percentage then re-apply it to the full natural size to get the + // correct upper-left pixel offsets. + const zoomPercentageX = Math.abs(zoomingPositionX) / imageDisplayedInBrowserWidth; + const zoomPercentageY = Math.abs(zoomingPositionY) / imageDisplayedInBrowserHeight; + const viewportNaturalX = Math.floor(zoomPercentageX * naturalWidth); + const viewportNaturalY = Math.floor(zoomPercentageY * naturalHeight); + + return [viewportNaturalX, viewportNaturalY]; +} \ No newline at end of file diff --git a/src/utils/index.js b/src/utils/index.js index 164ff9f47..777e45267 100644 --- a/src/utils/index.js +++ b/src/utils/index.js @@ -1,6 +1,6 @@ import * as Checkers from './utilities'; import * as Colors from './colors'; -import * as Floodfill from './floodfill'; +import * as Magicwand from './magic-wand'; import * as Image from './image'; import * as UDate from './date'; import * as HTML from './html'; @@ -18,6 +18,6 @@ export default { guidGenerator, debounce, styleToProp, - Floodfill, + Magicwand, Selection, }; diff --git a/src/utils/magic-wand.js b/src/utils/magic-wand.js index ddd2e5d68..608bf2625 100644 --- a/src/utils/magic-wand.js +++ b/src/utils/magic-wand.js @@ -1,6 +1,7 @@ /* eslint-disable prefer-const */ -// import { MagicWand } from "magic-wand-js"; +import chroma from 'chroma-js'; + // Magic Wand (Fuzzy Selection Tool) for Javascript // // The MIT License (MIT) @@ -100,8 +101,7 @@ const MagicWand = (function() { if (c > colorThreshold || c < -colorThreshold) break; c = data[i + 1] - sampleColor[1]; // check by green if (c > colorThreshold || c < -colorThreshold) break; - c = data[i + 2] - sampleColor[2]; // check by blue - if (c > colorThreshold || c < -colorThreshold) break; + c = data[i + 2] - sampleColor[2]; // check by blue if (c > colorThreshold || c < -colorThreshold) break; result[dyl] = 1; visited[dyl] = 1; @@ -852,47 +852,75 @@ const MagicWand = (function() { return lib; })(); -export function getImageData(img) { - const canvas = document.createElement('canvas'); - - canvas.width = img.width; - canvas.height = img.height; - const ctx = canvas.getContext('2d'); - - ctx.drawImage(img, 0, 0); - return ctx.getImageData(0, 0, img.width, img.height); +/** + * Given some mask with non-zero values indicating pixels to color, draws it on the given + * canvas Context. + * @param ctx Canvas 2D context to use for drawing the image data. + * @param w When creating an image from the mask, the width of that image. + * @param h When creating an image from the mask, the height of that image. + * @param color Chroma.js compatible RGB color to use when drawing the mask. + * @param alpha Float 0 to 1 value of how much opacity to use for thresholded, filled pixels. + */ +function paint(ctx, w, h, mask, color, alpha) { + if (!mask) return; + + const [r, g, b] = chroma(color).rgb(); + + alpha = Math.round(alpha * 255.0); + + let x,y, + data = mask.data, + bounds = mask.bounds, + maskW = mask.width, + imgData = ctx.createImageData(w, h), + res = imgData.data; + + for (y = bounds.minY; y <= bounds.maxY; y++) { + for (x = bounds.minX; x <= bounds.maxX; x++) { + if (data[y * maskW + x] === 0) continue; + let k = (y * w + x) * 4; + + res[k] = r; + res[k + 1] = g; + res[k + 2] = b; + res[k + 3] = alpha; + } + } + + ctx.putImageData(imgData, 0, 0); } -export function calcBorder(imageData, width, height, x, y, threshold, simple) { - const blurRadius = 5; - const simplifyTolerant = 5; - const simplifyCount = 50; - - const parentPoints = []; +/** + * Given some image, apply a threshold to it anchored at the x and y location, and also + * draw a results border around the thresholded mask. + * @param {ImageData} imageData Raw image data to do the thresholding on. + * @param {CanvasRenderingContext2D} ctx Image context on which to draw the results. + * @param {int} width of the image. + * @param {int} height of the image. + * @param {int} x of start pixel + * @param {int} y of start pixel. + * @param {int} threshold Color range around anchor pixel to include within mask. + * @param {string} color The color to draw the mask as, passed in as an RGB string. + * @param {float} alpha Alpha opacity of the mask when drawn, 0. to 1. + * @param {boolean} doPaint Whether to draw the mask once its calculated; not drawing + * it can save some performance time. + * @param {int} blurRadius The degree of gaussian blur to apply to the contour. + * @param {boolean} doPaint Whether to draw the mask once its calculated; not drawing + * it can save some performance time. + * @returns The mask as {Uint8Array} data, {int} width, {int} height, {Object} bounds. + */ +export function drawMask(imageData, ctx, width, height, x, y, threshold, color, alpha, blurRadius, doPaint) { const image = { - data: imageData, + data: imageData.data, width, height, - bytes: 4, + bytes: 4, // RGBA }; + const existingMask = null; + let mask = MagicWand.floodFill(image, x, y, threshold, existingMask); - let mask = MagicWand.floodFill(image, x, y, threshold, null, true); - - mask = MagicWand.gaussBlurOnlyBorder(mask, blurRadius); - - let cs = MagicWand.traceContours(mask); - - cs = MagicWand.simplifyContours(cs, simplifyTolerant, simplifyCount); + if (mask) mask = MagicWand.gaussBlurOnlyBorder(mask, blurRadius, existingMask); + if (doPaint) paint(ctx, width, height, mask, color, alpha); - if (cs.length > 0) { - if (simple) { - return cs[0].points; - } - for (let j = 0, icsl = cs[0].points.length; j < icsl; j++) { - parentPoints.push([cs[0].points[j].x, cs[0].points[j].y]); - } - return parentPoints; - } else { - return false; - } + return mask; } From c0cf520fb98612e5c4b269f06be696334ff11669 Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Mon, 12 Dec 2022 16:27:17 -0800 Subject: [PATCH 03/45] Collapse multiple Magic Wand additions into the same class if appropriate. --- src/regions/BrushRegion.js | 15 +++++ src/tools/MagicWand.js | 125 +++++++++++++++++++++++++------------ 2 files changed, 100 insertions(+), 40 deletions(-) diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index ea926f870..8e666acc3 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -314,6 +314,21 @@ const Model = types annotation.autosave && setTimeout(() => annotation.autosave()); }, + endUpdatedMaskDataURL(maskDataURL) { + console.log("endUpdatedMaskDataURL"); + const { annotation } = self.object; + + // will resume in the next tick... + annotation.startAutosave(); + + self.maskDataURL = maskDataURL; + + self.notifyDrawingFinished(); + + // ...so we run this toggled function also delayed + annotation.autosave && setTimeout(() => annotation.autosave()); + }, + convertPointsToMask() {}, setScale(x, y) { diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 522a85cb9..92c5dbd17 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -1,7 +1,7 @@ import React from 'react'; import chroma from 'chroma-js'; import { observer } from 'mobx-react'; -import { types } from 'mobx-state-tree'; +import { flow, types } from 'mobx-state-tree'; import BaseTool from './Base'; import Canvas from '../utils/canvas'; @@ -70,7 +70,8 @@ import { Tool } from '../components/Toolbar/Tool'; * This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the * BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw * onto it's canvas quickly, which also makes it possible for the user to dynamically - * change the class color later on. + * change the class color later on. We keep a cached naturalCanvas around from previous masking sessions on + * the same class in order to collapse multiple Magic Wand additions into the same class. */ const ToolView = observer(({ item }) => { @@ -112,7 +113,10 @@ const _Tool = types transformedData: null, transformedCanvas: null, - currentArea: null, + currentRegion: null, + + naturalCanvas: null, + isFirstWand: true, naturalWidth: null, naturalHeight: null, @@ -166,6 +170,21 @@ const _Tool = types get blurradius() { return parseInt(self.control.blurradius, 10); }, + + /** + * The user might have an existing mask selected that we need to combine new Magic Wand results + * with. + * + * @returns {BrushRegion} Returns an existing brush region if one is present containing an old + * mask, or null otherwise. + */ + get existingRegion() { + if (self.getSelectedShape && self.getSelectedShape.type && self.getSelectedShape.maskDataURL) { + return self.getSelectedShape; + } else { + return null; + } + }, })) .actions(self => ({ @@ -187,6 +206,9 @@ const _Tool = types self.mode = 'drawing'; self.currentThreshold = self.defaultthreshold; + // Has the user previously used the Magic Wand for the current class setting? + self.isFirstWand = self.existingRegion === null; + // Listen for the escape key to quit the Magic Wand; get the event // before others, allowing it to bubble upwards (useCapture: true), // as otherwise the escape key gets eaten by other keyboard listeners. @@ -194,7 +216,7 @@ const _Tool = types [self.anchorX, self.anchorY] = self.getEventCoords(ev); self.initCanvas(); - self.initCurrentArea(); + self.initCurrentRegion(); }, mousemoveEv(ev) { @@ -206,7 +228,7 @@ const _Tool = types self.threshold(newX, newY, self.fillcolor, self.opacity); }, - mouseupEv() { + mouseupEv: flow(function* mouseupEv() { // Note: If the mouse button is released outside of the stage area, mouseupEv is called // but not clickEv. For this reason do final work in mouseUp to handle this edge // condition instead of using clickEv. @@ -218,8 +240,8 @@ const _Tool = types self.mode = 'viewing'; window.removeEventListener('keydown', self.keydownEv, true /* useCapture */); - self.setupFinalMask(); - }, + yield self.setupFinalMask(); + }), keydownEv(e) { const { key } = e; @@ -308,18 +330,22 @@ const _Tool = types * Creates an empty BrushRegion drawing area that we will plug our final mask into * once the user is done with the Magic Wand by releasing the mouse button. */ - initCurrentArea() { - const regionOpts = { - id: guidGenerator(), - strokewidth: 1, - object: self.obj, - points: [], - fillcolor: self.fillcolor, - strokecolor: self.fillcolor, - opacity: self.opacity, - }; - - self.currentArea = self.createDrawingRegion(regionOpts); + initCurrentRegion() { + if (self.isFirstWand){ + const regionOpts = { + id: guidGenerator(), + strokewidth: 1, + object: self.obj, + points: [], + fillcolor: self.fillcolor, + strokecolor: self.fillcolor, + opacity: self.opacity, + }; + + self.currentRegion = self.createDrawingRegion(regionOpts); + } else { + self.currentRegion = self.existingRegion; + } }, /** @@ -356,7 +382,7 @@ const _Tool = types * Take the final results from the user and create a final mask we can work with, * ultimately producing a BrushRegion with the Magic Wand results. */ - setupFinalMask() { + setupFinalMask: flow(function* setupFinalMask() { // The mask is a single channel; convert it to be RGBA multi-channel data as a data URL. const singleChannelMask = self.mask; let canvasWidth, canvasHeight; @@ -376,9 +402,15 @@ const _Tool = types // the final results. const blitImg = document.createElement('img'); - blitImg.onload = self.copyTransformedMaskToNaturalSize.bind(this, blitImg); blitImg.src = scaledDataURL; - }, + yield blitImg.decode(); + + // Efficiently copy our transformed mask onto our offscreen, naturally sized canvas. + const maskDataURL = self.copyTransformedMaskToNaturalSize(blitImg); + + // Now create a final region to work with, or update an existing one. + self.finalMaskToRegion(maskDataURL); + }), /** * Given some mask that was drawn on an area that might be zoomed, panned, @@ -389,12 +421,13 @@ const _Tool = types * ready for us to get pixels from. */ copyTransformedMaskToNaturalSize(blitImg) { - const naturalCanvas = document.createElement('canvas'); - - naturalCanvas.width = self.naturalWidth; - naturalCanvas.height = self.naturalHeight; + if (self.isFirstWand) { + self.naturalCanvas = document.createElement('canvas'); + self.naturalCanvas.width = self.naturalWidth; + self.naturalCanvas.height = self.naturalHeight; + } - const naturalCtx = naturalCanvas.getContext('2d'); + const naturalCtx = self.naturalCanvas.getContext('2d'); // Get the dimensions of what we are showing in the browser, but transform them into coordinates // relative to the full, natural size of the image. Useful so that we can ultimately transform @@ -426,9 +459,9 @@ const _Tool = types // Turn this into a data URL that we can use to initialize a real brush region, as well // as the bounding coordinates of the mask in natural coordinate space. - const maskDataURL = naturalCanvas.toDataURL(); + const maskDataURL = self.naturalCanvas.toDataURL(); - self.finalMaskToRegion(maskDataURL); + return maskDataURL; }, /** @@ -438,18 +471,13 @@ const _Tool = types * color, turned into an image data URL. */ finalMaskToRegion(maskDataURL) { - const value = { - maskDataURL, - coordstype: 'px', - dynamic: false, - }; - const newArea = self.annotation.createResult(value, - self.currentArea.results[0].value.toJSON(), self.control, self.obj); + if (self.isFirstWand) { + const newRegion = self.commitDrawingRegion(maskDataURL); - self.currentArea.setDrawing(false); - self.applyActiveStates(newArea); - self.deleteRegion(); - newArea.notifyDrawingFinished(); + self.obj.annotation.selectArea(newRegion); + } else { + self.currentRegion.endUpdatedMaskDataURL(maskDataURL); + } self.annotation.history.unfreeze(); self.annotation.setIsDrawing(false); @@ -463,6 +491,23 @@ const _Tool = types self.overlayCtx.clearRect(0, 0, self.overlay.width, self.overlay.height); }); }, + + commitDrawingRegion(maskDataURL) { + const value = { + maskDataURL, + coordstype: "px", + dynamic: false, + }; + const newRegion = self.annotation.createResult(value, + self.currentRegion.results[0].value.toJSON(), self.control, self.obj); + + self.applyActiveStates(newRegion); + self.deleteRegion(); + newRegion.notifyDrawingFinished(); + + return newRegion; + }, + })); const MagicWand = types.compose(_Tool.name, ToolMixin, BaseTool, DrawingTool, _Tool); From 081ed473b156f99b5de6c0d4875511226306d5be Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Tue, 13 Dec 2022 11:57:56 -0800 Subject: [PATCH 04/45] Remove console statement. --- src/regions/BrushRegion.js | 1 - 1 file changed, 1 deletion(-) diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index 8e666acc3..384631770 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -315,7 +315,6 @@ const Model = types }, endUpdatedMaskDataURL(maskDataURL) { - console.log("endUpdatedMaskDataURL"); const { annotation } = self.object; // will resume in the next tick... From 78ec788b93a218fa68e4533efe1cbd0728d655b3 Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Tue, 13 Dec 2022 11:58:50 -0800 Subject: [PATCH 05/45] Stack classes from successive Magic Wand thresholds when we are able to. --- src/tools/MagicWand.js | 130 ++++++++++++++++++++++++----------------- 1 file changed, 78 insertions(+), 52 deletions(-) diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 92c5dbd17..30fc35967 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -14,6 +14,11 @@ import { guidGenerator } from '../core/Helpers'; import { IconMagicWandTool } from '../assets/icons'; import { Tool } from '../components/Toolbar/Tool'; +// TODO!!! Adding a bunch of Magic Wand annotations then updating is slow when saving. Investigate. +// TODO!!! Once a magic wand selection has been made, save the scene and make sure its task +// annotations are correct, then also export final results and ensure they are legible. +// TODO!!! Write tests + /** * This file implements a Magic Wand, making it possible to click in a region of an image a user is doing @@ -70,7 +75,7 @@ import { Tool } from '../components/Toolbar/Tool'; * This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the * BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw * onto it's canvas quickly, which also makes it possible for the user to dynamically - * change the class color later on. We keep a cached naturalCanvas around from previous masking sessions on + * change the class color later on. We keep a cachedNaturalCanvas around from previous masking sessions on * the same class in order to collapse multiple Magic Wand additions into the same class. */ @@ -115,8 +120,9 @@ const _Tool = types currentRegion: null, - naturalCanvas: null, isFirstWand: true, + cachedRegionId: null, + cachedNaturalCanvas: null, naturalWidth: null, naturalHeight: null, @@ -185,20 +191,17 @@ const _Tool = types return null; } }, - })) - .actions(self => ({ - - getEventCoords(ev) { - // Mouse click x, y coordinates should be relative to the offsetX/offsetY of the actual - // fragment of image being displayed in the viewport. If the image is zoomed and - // panned, offsetX/offsetY will still stay relative to what is actually being - // displayed (i.e. it will change if we pan around). - - const x = ev.offsetX, - y = ev.offsetY; - return [x, y]; + /** + * We maintain an offscreen cache of the natural canvas containing previous Magic Wand sessions + * with the current region being selected. If the user selects a different region we must invalidate + * this cache. + */ + shouldInvalidateCache() { + return self.existingRegion && self.existingRegion.id !== self.cachedRegionId; }, + })) + .actions(self => ({ mousedownEv(ev) { // Start magic wand thresholding. @@ -206,8 +209,53 @@ const _Tool = types self.mode = 'drawing'; self.currentThreshold = self.defaultthreshold; - // Has the user previously used the Magic Wand for the current class setting? - self.isFirstWand = self.existingRegion === null; + const image = self.obj; + const imageRef = image.imageRef; + + self.naturalWidth = imageRef.naturalWidth; + self.naturalHeight = imageRef.naturalHeight; + self.imageDisplayedInBrowserWidth = imageRef.width; + self.imageDisplayedInBrowserHeight = imageRef.height; + self.viewportWidth = Math.round(image.canvasSize.width); + self.viewportHeight = Math.round(image.canvasSize.height); + self.zoomScale = image.zoomScale; + self.zoomingPositionX = image.zoomingPositionX; + self.zoomingPositionY = image.zoomingPositionY; + self.negativezoom = self.zoomScale < 1; + self.rotation = image.rotation; + + if (self.rotation || image.crosshair) { + self.mode = 'viewing'; + self.annotation.history.unfreeze(); + + let msg; + + if (self.rotation) { + msg = 'The Magic Wand is not supported on rotated images'; + } else { + msg = 'The Magic Wand is not supported if the crosshair is turned on'; + } + + alert(msg); + throw msg; + } + + // Has the user previously used the Magic Wand for the current class setting? + self.isFirstWand = (self.existingRegion === null) || (self.existingRegion.id !== self.cachedRegionId); + if (self.shouldInvalidateCache() || self.isFirstWand) { + self.cachedNaturalCanvas = document.createElement('canvas'); + self.cachedNaturalCanvas.width = self.naturalWidth; + self.cachedNaturalCanvas.height = self.naturalHeight; + } + if (self.shouldInvalidateCache()) { + // Note: in an ideal world we would access self.existingRegion.maskDataURL to blit the existing + // older mask onto the offscreen natural canvas. However, as soon as we do this, we enter into + // some of the black magic mobx-state-tree uses to version data and things get very slow as + // alot of state is captured. Instead, just invalidate the cache, which will cause a new region + // to be created rather than stacking with the earlier, older region. + self.isFirstWand = true; + self.cachedRegionId = null; + } // Listen for the escape key to quit the Magic Wand; get the event // before others, allowing it to bubble upwards (useCapture: true), @@ -257,6 +305,17 @@ const _Tool = types } }, + getEventCoords(ev) { + // Mouse click x, y coordinates should be relative to the offsetX/offsetY of the actual + // fragment of image being displayed in the viewport. If the image is zoomed and + // panned, offsetX/offsetY will still stay relative to what is actually being + // displayed (i.e. it will change if we pan around). + + const x = ev.offsetX, + y = ev.offsetY; + + return [x, y]; + }, /** * Setup an initial canvas overlay and an initial transformed mask to match where the @@ -266,34 +325,6 @@ const _Tool = types const image = self.obj; const imageRef = image.imageRef; - self.naturalWidth = imageRef.naturalWidth; - self.naturalHeight = imageRef.naturalHeight; - self.imageDisplayedInBrowserWidth = imageRef.width; - self.imageDisplayedInBrowserHeight = imageRef.height; - self.viewportWidth = Math.round(image.canvasSize.width); - self.viewportHeight = Math.round(image.canvasSize.height); - self.zoomScale = image.zoomScale; - self.zoomingPositionX = image.zoomingPositionX; - self.zoomingPositionY = image.zoomingPositionY; - self.negativezoom = self.zoomScale < 1; - self.rotation = image.rotation; - - if (self.rotation || image.crosshair) { - self.mode = 'viewing'; - self.annotation.history.unfreeze(); - - let msg; - - if (self.rotation) { - msg = 'The Magic Wand is not supported on rotated images'; - } else { - msg = 'The Magic Wand is not supported if the crosshair is turned on'; - } - - alert(msg); - throw msg; - } - // Make sure to apply any CSS transforms that might be showing (zooms, pans, etc.) // but in a way that allows us to access the pixel-level data under those transforms. [self.transformedData, self.transformedCanvas] = getTransformedImageData(imageRef, @@ -421,13 +452,7 @@ const _Tool = types * ready for us to get pixels from. */ copyTransformedMaskToNaturalSize(blitImg) { - if (self.isFirstWand) { - self.naturalCanvas = document.createElement('canvas'); - self.naturalCanvas.width = self.naturalWidth; - self.naturalCanvas.height = self.naturalHeight; - } - - const naturalCtx = self.naturalCanvas.getContext('2d'); + const naturalCtx = self.cachedNaturalCanvas.getContext('2d'); // Get the dimensions of what we are showing in the browser, but transform them into coordinates // relative to the full, natural size of the image. Useful so that we can ultimately transform @@ -459,7 +484,7 @@ const _Tool = types // Turn this into a data URL that we can use to initialize a real brush region, as well // as the bounding coordinates of the mask in natural coordinate space. - const maskDataURL = self.naturalCanvas.toDataURL(); + const maskDataURL = self.cachedNaturalCanvas.toDataURL(); return maskDataURL; }, @@ -474,6 +499,7 @@ const _Tool = types if (self.isFirstWand) { const newRegion = self.commitDrawingRegion(maskDataURL); + self.cachedRegionId = newRegion.id; self.obj.annotation.selectArea(newRegion); } else { self.currentRegion.endUpdatedMaskDataURL(maskDataURL); From e75c3b874032ffa64ee2f2381d714c397fe0955b Mon Sep 17 00:00:00 2001 From: Brad Neuberg Date: Tue, 13 Dec 2022 14:27:51 -0800 Subject: [PATCH 06/45] Be able to collapse wand regions even if panning has happened. --- src/tools/MagicWand.js | 92 +++++++++++++++++++++++++++++++++--------- 1 file changed, 74 insertions(+), 18 deletions(-) diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 30fc35967..6b5049f51 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -122,6 +122,7 @@ const _Tool = types isFirstWand: true, cachedRegionId: null, + cachedLabel: null, cachedNaturalCanvas: null, naturalWidth: null, @@ -173,6 +174,17 @@ const _Tool = types return chroma(color).hex(); }, + get selectedLabel() { + const states = self.obj.states(); + + if (!states.length) return null; + + const selectedEntry = states.find(entry => typeof entry.isSelected); + const label = selectedEntry.selectedValues()[0]; + + return label; + }, + get blurradius() { return parseInt(self.control.blurradius, 10); }, @@ -200,6 +212,18 @@ const _Tool = types shouldInvalidateCache() { return self.existingRegion && self.existingRegion.id !== self.cachedRegionId; }, + + /** + * Helps with handling an edge case related to panning that results in a better user experience when + * dealing with our cached natural canvas: If the user has a region selected, then zooms and pans, + * Label Studio loses the current selection. If the user then wants to continue Magic Wanding with + * the same label & region, self.getSelectedShape will return null. This method helps detect this + * situation, and if it applies find the cached region and continue from there. + */ + detectPanningLostSelection() { + return self.cachedRegionId && self.getSelectedShape === null && self.cachedLabel === self.selectedLabel; + }, + })) .actions(self => ({ @@ -208,6 +232,7 @@ const _Tool = types self.annotation.history.freeze(); self.mode = 'drawing'; self.currentThreshold = self.defaultthreshold; + self.currentRegion = null; const image = self.obj; const imageRef = image.imageRef; @@ -240,29 +265,13 @@ const _Tool = types throw msg; } - // Has the user previously used the Magic Wand for the current class setting? - self.isFirstWand = (self.existingRegion === null) || (self.existingRegion.id !== self.cachedRegionId); - if (self.shouldInvalidateCache() || self.isFirstWand) { - self.cachedNaturalCanvas = document.createElement('canvas'); - self.cachedNaturalCanvas.width = self.naturalWidth; - self.cachedNaturalCanvas.height = self.naturalHeight; - } - if (self.shouldInvalidateCache()) { - // Note: in an ideal world we would access self.existingRegion.maskDataURL to blit the existing - // older mask onto the offscreen natural canvas. However, as soon as we do this, we enter into - // some of the black magic mobx-state-tree uses to version data and things get very slow as - // alot of state is captured. Instead, just invalidate the cache, which will cause a new region - // to be created rather than stacking with the earlier, older region. - self.isFirstWand = true; - self.cachedRegionId = null; - } - // Listen for the escape key to quit the Magic Wand; get the event // before others, allowing it to bubble upwards (useCapture: true), // as otherwise the escape key gets eaten by other keyboard listeners. window.addEventListener('keydown', self.keydownEv, true /* useCapture */); [self.anchorX, self.anchorY] = self.getEventCoords(ev); + self.initCache(); self.initCanvas(); self.initCurrentRegion(); }, @@ -317,6 +326,53 @@ const _Tool = types return [x, y]; }, + /** + * We maintain an offscreen natural sized canvas to efficiently keep adding masks onto + * as a user continues to Magic Wand with the same, currently selected region. + */ + initCache() { + // Has the user previously used the Magic Wand for the current class setting? + self.isFirstWand = (self.existingRegion === null) || (self.existingRegion.id !== self.cachedRegionId); + + // Did panning break the current selection? If so, get the correct region to continue working + // from. + if (self.detectPanningLostSelection()) { + const regionStore = + self.annotationStore.annotations.length ? self.annotationStore.annotations[0].regionStore : null; + + if (regionStore) { + const region = regionStore.findRegionID(self.cachedRegionId); + + if (region) { + self.obj.annotation.selectArea(region); + self.isFirstWand = false; + + // Initialize our work moving forward to use the correct region. + self.currentRegion = region; + } + } + } + + if (self.isFirstWand) { + self.cachedNaturalCanvas = document.createElement('canvas'); + self.cachedNaturalCanvas.width = self.naturalWidth; + self.cachedNaturalCanvas.height = self.naturalHeight; + self.cachedLabel = self.selectedLabel; + } else if (self.shouldInvalidateCache()) { + // Note: in an ideal world we would access self.existingRegion.maskDataURL to blit the existing + // older mask onto the offscreen natural canvas. However, as soon as we do this, we enter into + // some of the black magic mobx-state-tree uses to version data and things get very slow as + // alot of state is captured. Instead, just invalidate the cache, which will cause a new region + // to be created rather than stacking with the earlier, older region. + self.cachedNaturalCanvas = document.createElement('canvas'); + self.cachedNaturalCanvas.width = self.naturalWidth; + self.cachedNaturalCanvas.height = self.naturalHeight; + self.isFirstWand = true; + self.cachedRegionId = null; + self.cachedLabel = self.selectedLabel; + } + }, + /** * Setup an initial canvas overlay and an initial transformed mask to match where the * user first clicked as a threshold anchor point, with a default threshold value. @@ -374,7 +430,7 @@ const _Tool = types }; self.currentRegion = self.createDrawingRegion(regionOpts); - } else { + } else if (!self.detectPanningLostSelection()) { self.currentRegion = self.existingRegion; } }, From e33c24351293cd06a23277d056a359db514513dd Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 14 Dec 2022 14:18:40 -0800 Subject: [PATCH 07/45] Remove spurious comments. --- src/tools/MagicWand.js | 6 ------ 1 file changed, 6 deletions(-) diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 6b5049f51..7553e1c3e 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -14,12 +14,6 @@ import { guidGenerator } from '../core/Helpers'; import { IconMagicWandTool } from '../assets/icons'; import { Tool } from '../components/Toolbar/Tool'; -// TODO!!! Adding a bunch of Magic Wand annotations then updating is slow when saving. Investigate. -// TODO!!! Once a magic wand selection has been made, save the scene and make sure its task -// annotations are correct, then also export final results and ensure they are legible. -// TODO!!! Write tests - - /** * This file implements a Magic Wand, making it possible to click in a region of an image a user is doing * segmentation labeling on, drag the mouse to dynamically change flood filling tolerance, then release From 4b5092faf86247900ab25697e0d39aed1e425156 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 14 Dec 2022 19:53:08 -0800 Subject: [PATCH 08/45] Remove spurious console statement. --- src/tags/control/MagicWand.js | 1 - 1 file changed, 1 deletion(-) diff --git a/src/tags/control/MagicWand.js b/src/tags/control/MagicWand.js index fb1eb6f10..bf4c80d34 100644 --- a/src/tags/control/MagicWand.js +++ b/src/tags/control/MagicWand.js @@ -21,7 +21,6 @@ const Model = types }) .views(self => ({ get hasStates() { - console.log("MagicWand tags/control.hasStates"); const states = self.states(); return states && states.length > 0; From 51d1ebab7cda3b0be192628472230035a8d8ac12 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 14 Dec 2022 19:53:15 -0800 Subject: [PATCH 09/45] Fix doc issue. --- src/tools/MagicWand.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 7553e1c3e..ea0d6db21 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -34,7 +34,7 @@ import { Tool } from '../components/Toolbar/Tool'; * viewer. * - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in * the browser. - * - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser`` size, parts of + * - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser` size, parts of * it might be clipped and overflow hidden by a viewport lying over it and constraining it. * `viewportWidth`/`viewportHeight` relates the size of the viewport. * From a4de8eb4c286efbc78489da0b580e32c0e391885 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 14 Dec 2022 20:06:41 -0800 Subject: [PATCH 10/45] Fix code line that got hidden by comment somehow. --- src/utils/magic-wand.js | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/utils/magic-wand.js b/src/utils/magic-wand.js index 608bf2625..d1fbf8028 100644 --- a/src/utils/magic-wand.js +++ b/src/utils/magic-wand.js @@ -101,7 +101,8 @@ const MagicWand = (function() { if (c > colorThreshold || c < -colorThreshold) break; c = data[i + 1] - sampleColor[1]; // check by green if (c > colorThreshold || c < -colorThreshold) break; - c = data[i + 2] - sampleColor[2]; // check by blue if (c > colorThreshold || c < -colorThreshold) break; + c = data[i + 2] - sampleColor[2]; // check by blue + if (c > colorThreshold || c < -colorThreshold) break; result[dyl] = 1; visited[dyl] = 1; From 685c59278789938238efd257fc26c8111f3894f3 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Thu, 15 Dec 2022 12:07:57 -0800 Subject: [PATCH 11/45] Double to single quotes to match new code style. --- examples/image_magic_wand/index.js | 6 +++--- src/tags/control/MagicWand.js | 26 +++++++++++++------------- src/tags/control/index.js | 2 +- src/tools/MagicWand.js | 10 +++++----- src/utils/canvas.js | 2 +- src/utils/image.js | 4 ++-- 6 files changed, 25 insertions(+), 25 deletions(-) diff --git a/examples/image_magic_wand/index.js b/examples/image_magic_wand/index.js index 0791bd369..a7d6ce624 100644 --- a/examples/image_magic_wand/index.js +++ b/examples/image_magic_wand/index.js @@ -1,5 +1,5 @@ -import config from "./config.xml"; -import tasks from "./tasks.json"; -import annotation from "./annotations/1.json"; +import config from './config.xml'; +import tasks from './tasks.json'; +import annotation from './annotations/1.json'; export const ImageMagicWand = { config, tasks, annotation }; diff --git a/src/tags/control/MagicWand.js b/src/tags/control/MagicWand.js index bf4c80d34..ec598457a 100644 --- a/src/tags/control/MagicWand.js +++ b/src/tags/control/MagicWand.js @@ -1,23 +1,23 @@ -import { types } from "mobx-state-tree"; +import { types } from 'mobx-state-tree'; -import Registry from "../../core/Registry"; -import ControlBase from "./Base"; -import { customTypes } from "../../core/CustomTypes"; -import { AnnotationMixin } from "../../mixins/AnnotationMixin"; -import SeparatedControlMixin from "../../mixins/SeparatedControlMixin"; -import { ToolManagerMixin } from "../../mixins/ToolManagerMixin"; +import Registry from '../../core/Registry'; +import ControlBase from './Base'; +import { customTypes } from '../../core/CustomTypes'; +import { AnnotationMixin } from '../../mixins/AnnotationMixin'; +import SeparatedControlMixin from '../../mixins/SeparatedControlMixin'; +import { ToolManagerMixin } from '../../mixins/ToolManagerMixin'; const TagAttrs = types.model({ name: types.identifier, toname: types.maybeNull(types.string), - opacity: types.optional(customTypes.range(), "0.6"), - blurradius: types.optional(types.string, "5"), - defaultthreshold: types.optional(types.string, "15"), + opacity: types.optional(customTypes.range(), '0.6'), + blurradius: types.optional(types.string, '5'), + defaultthreshold: types.optional(types.string, '15'), }); const Model = types .model({ - type: "magicwand", + type: 'magicwand', }) .views(self => ({ get hasStates() { @@ -30,7 +30,7 @@ const Model = types toolNames: ['MagicWand'], })); -const MagicWandModel = types.compose("MagicWandModel", +const MagicWandModel = types.compose('MagicWandModel', ControlBase, AnnotationMixin, SeparatedControlMixin, @@ -43,6 +43,6 @@ const HtxView = () => { return null; }; -Registry.addTag("magicwand", MagicWandModel, HtxView); +Registry.addTag('magicwand', MagicWandModel, HtxView); export { HtxView, MagicWandModel }; \ No newline at end of file diff --git a/src/tags/control/index.js b/src/tags/control/index.js index 16d58e3b5..ea7d42a0c 100644 --- a/src/tags/control/index.js +++ b/src/tags/control/index.js @@ -28,7 +28,7 @@ import { EllipseModel } from './Ellipse'; import { RelationsModel } from './Relations'; import { RelationModel } from './Relation'; -import { MagicWandModel } from "./MagicWand"; +import { MagicWandModel } from './MagicWand'; export { LabelsModel, diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index ea0d6db21..f92825653 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -76,9 +76,9 @@ import { Tool } from '../components/Toolbar/Tool'; const ToolView = observer(({ item }) => { return ( { + return new Promise((resolve, _reject) => { const img = document.createElement('img'); img.onload = () => { diff --git a/src/utils/image.js b/src/utils/image.js index ba59fb4af..ec1e6f108 100644 --- a/src/utils/image.js +++ b/src/utils/image.js @@ -230,7 +230,7 @@ export function getTransformedImageData(img, canvasHeight = viewportHeight; } - const canvas = document.createElement("canvas"); + const canvas = document.createElement('canvas'); canvas.width = canvasWidth; canvas.height = canvasHeight; @@ -281,7 +281,7 @@ export function getTransformedImageData(img, try { transformedData = ctx.getImageData(0, 0, canvas.width, canvas.height); } catch (err) { - const msg = "Please configure CORS cross-domain headers correctly for getting image labeling data"; + const msg = 'Please configure CORS cross-domain headers correctly for getting image labeling data'; alert(msg); console.error(msg); From 572cd9a8bbffcc37660c35afc48a099f8f95d98c Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Thu, 5 Jan 2023 09:39:02 -0800 Subject: [PATCH 12/45] Change protocol and storage bucket for Magic Wand example. The old bucket was configured under the wrong project, and using https instead of http causes mixed content issues for CORS. Local development is done with http so using that. --- examples/image_magic_wand/tasks.json | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/examples/image_magic_wand/tasks.json b/examples/image_magic_wand/tasks.json index 1f1b1c23d..48044bce8 100644 --- a/examples/image_magic_wand/tasks.json +++ b/examples/image_magic_wand/tasks.json @@ -3,12 +3,12 @@ "id": 1202, "data": { "image": [ - "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_1_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", - "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_2_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", - "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_scale_3_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", - "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_false_color_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_1_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_2_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_3_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_false_color_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" ], - "thumb": "https://storage.googleapis.com/brad-neuberg-label-studio/opensource/label-studio/examples/images/magic_wand_thumbnail_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" + "thumb": "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_thumbnail_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" }, "annotations": [], "predictions": [] From 84eb812e455cad5a6177a3ab6653f90aca3d83fd Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Mon, 9 Jan 2023 11:35:29 -0800 Subject: [PATCH 13/45] Whitespace fix. --- src/core/TimeTraveller.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/core/TimeTraveller.js b/src/core/TimeTraveller.js index 207d3d4ee..ad0ad2dda 100644 --- a/src/core/TimeTraveller.js +++ b/src/core/TimeTraveller.js @@ -114,7 +114,7 @@ const TimeTraveller = types if (!targetStore) throw new Error( - 'Failed to find target store for TimeTraveller. Please provide `targetPath` property, or a `targetStore` in the environment', + 'Failed to find target store for TimeTraveller. Please provide `targetPath` property, or a `targetStore` in the environment', ); // start listening to changes snapshotDisposer = onSnapshot(targetStore, snapshot => this.addUndoState(snapshot)); From c16fe21c67b748be7d7e31b9ed0c367336e8ac82 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Mon, 9 Jan 2023 11:36:11 -0800 Subject: [PATCH 14/45] Capture undo/redoes and invalidate offscreen cache. This means undo/redo will now work correctly, but will end up creating a new class layer if more magic wanding is done on the current instance. --- src/tools/MagicWand.js | 43 +++++++++++++++++++++++++++++++----------- 1 file changed, 32 insertions(+), 11 deletions(-) diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index f92825653..9e580e18d 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -130,6 +130,8 @@ const _Tool = types zoomingPositionY: null, negativezoom: null, rotation: null, + + timeTravellerListener: null, })) .views(self => ({ get viewClass() { @@ -222,6 +224,14 @@ const _Tool = types .actions(self => ({ mousedownEv(ev) { + // If this is the first time the Magic Wand is being used, make sure we capture if an undo/redo + // happens to invalidate our cache. + if (!self.timeTravellerListener) { + self.timeTravellerListener = self.annotation.history.onUpdate(() => { + self.invalidateCache(); + }); + } + // Start magic wand thresholding. self.annotation.history.freeze(); self.mode = 'drawing'; @@ -353,20 +363,31 @@ const _Tool = types self.cachedNaturalCanvas.height = self.naturalHeight; self.cachedLabel = self.selectedLabel; } else if (self.shouldInvalidateCache()) { - // Note: in an ideal world we would access self.existingRegion.maskDataURL to blit the existing - // older mask onto the offscreen natural canvas. However, as soon as we do this, we enter into - // some of the black magic mobx-state-tree uses to version data and things get very slow as - // alot of state is captured. Instead, just invalidate the cache, which will cause a new region - // to be created rather than stacking with the earlier, older region. - self.cachedNaturalCanvas = document.createElement('canvas'); - self.cachedNaturalCanvas.width = self.naturalWidth; - self.cachedNaturalCanvas.height = self.naturalHeight; - self.isFirstWand = true; - self.cachedRegionId = null; - self.cachedLabel = self.selectedLabel; + self.invalidateCache(); } }, + /** + * We maintain a canvas cache that can be re-used during a single session of using + * the Magic Wand for a class that should have its values stacked. This drastically improves + * performance when Magic Wanding on large regions. However, several different conditions can + * invalidate this cache, such as using undo/redo, selecting an existing different Magic Wand + * region, etc. This method invalidates the cache and creates a new one. + */ + invalidateCache() { + // Note: in an ideal world we would access self.existingRegion.maskDataURL to blit the existing + // older mask onto the offscreen natural canvas. However, as soon as we do this, we enter into + // some of the black magic mobx-state-tree uses to version data and things get very slow as + // alot of state is captured. Instead, just invalidate the cache, which will cause a new region + // to be created rather than stacking with the earlier, older region. + self.cachedNaturalCanvas = document.createElement('canvas'); + self.cachedNaturalCanvas.width = self.naturalWidth; + self.cachedNaturalCanvas.height = self.naturalHeight; + self.isFirstWand = true; + self.cachedRegionId = null; + self.cachedLabel = self.selectedLabel; + }, + /** * Setup an initial canvas overlay and an initial transformed mask to match where the * user first clicked as a threshold anchor point, with a default threshold value. From fab81de24edcc67394482f5742a15ebf5f022dd3 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 11 Jan 2023 13:42:03 -0800 Subject: [PATCH 15/45] Put Magic Wand behind a feature flag (fflag_feat_front_dev_4081_magic_wand_tool). --- src/components/ImageView/ImageView.js | 22 +++++++++++++--------- src/core/feature-flags/flags.json | 3 ++- src/regions/BrushRegion.js | 3 ++- src/tags/control/MagicWand.js | 5 ++++- src/tools/MagicWand.js | 4 ++++ src/utils/feature-flags.ts | 3 +++ 6 files changed, 28 insertions(+), 12 deletions(-) diff --git a/src/components/ImageView/ImageView.js b/src/components/ImageView/ImageView.js index 40f779fbb..3faaa4634 100644 --- a/src/components/ImageView/ImageView.js +++ b/src/components/ImageView/ImageView.js @@ -21,7 +21,7 @@ import ResizeObserver from '../../utils/resize-observer'; import { debounce } from '../../utils/debounce'; import Constants from '../../core/Constants'; import { fixRectToFit } from '../../utils/image'; -import { FF_DEV_1285, FF_DEV_1442, FF_DEV_3077, isFF } from '../../utils/feature-flags'; +import { FF_DEV_1285, FF_DEV_1442, FF_DEV_3077, FF_DEV_4081, isFF } from '../../utils/feature-flags'; Konva.showWarnings = false; @@ -891,16 +891,20 @@ export default observer( src={item._value} onLoad={item.updateImageSize} onError={this.handleError} - crossOrigin="Anonymous" + crossOrigin="{isFF(FF_DEV_4081) ? 'Anonymous' : null}" alt="LS" /> - { - item.setOverlayRef(ref); - }} - style={item.imageTransform} - /> + {isFF(FF_DEV_4081) + ? ( + { + item.setOverlayRef(ref); + }} + style={item.imageTransform} + /> + ) + : null} {/* @todo this is dirty hack; rewrite to proper async waiting for data to load */} {item.stageWidth <= 1 ? (item.hasTools ?
: null) : ( diff --git a/src/core/feature-flags/flags.json b/src/core/feature-flags/flags.json index c8b06c129..c5a2f1bf9 100644 --- a/src/core/feature-flags/flags.json +++ b/src/core/feature-flags/flags.json @@ -2,5 +2,6 @@ "ff_front_1170_outliner_030222_short": false, "ff_front_DEV_1713_audio_ui_150222_short": false, "ff_front_DEV_2715_audio_3_280722_short": true, - "fflag_fix_front_dev_3391_interactive_view_all": false + "fflag_fix_front_dev_3391_interactive_view_all": false, + "fflag_feat_front_dev_4081_magic_wand_tool": false } diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index 384631770..c0c02fabb 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -20,6 +20,7 @@ import { RegionWrapper } from './RegionWrapper'; import { Geometry } from '../components/RelationsOverlay/Geometry'; import { ImageViewContext } from '../components/ImageView/ImageViewContext'; import IsReadyMixin from '../mixins/IsReadyMixin'; +import { FF_DEV_4081, isFF } from '../../utils/feature-flags'; const highlightOptions = { shadowColor: 'red', @@ -491,7 +492,7 @@ const HtxBrushView = ({ item }) => { let img; - if (item.maskDataURL) { + if (item.maskDataURL && isFF(FF_DEV_4081)) { img = await Canvas.maskDataURL2Image(item.maskDataURL, { color: item.strokeColor }); } else if (item.rle) { img = Canvas.RLE2Region(item.rle, item.parent, { color: item.strokeColor }); diff --git a/src/tags/control/MagicWand.js b/src/tags/control/MagicWand.js index ec598457a..fc4425dad 100644 --- a/src/tags/control/MagicWand.js +++ b/src/tags/control/MagicWand.js @@ -6,6 +6,7 @@ import { customTypes } from '../../core/CustomTypes'; import { AnnotationMixin } from '../../mixins/AnnotationMixin'; import SeparatedControlMixin from '../../mixins/SeparatedControlMixin'; import { ToolManagerMixin } from '../../mixins/ToolManagerMixin'; +import { FF_DEV_4081, isFF } from '../../utils/feature-flags'; const TagAttrs = types.model({ name: types.identifier, @@ -43,6 +44,8 @@ const HtxView = () => { return null; }; -Registry.addTag('magicwand', MagicWandModel, HtxView); +if (isFF(FF_DEV_4081)) { + Registry.addTag('magicwand', MagicWandModel, HtxView); +} export { HtxView, MagicWandModel }; \ No newline at end of file diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 9e580e18d..c9eda07f1 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -21,6 +21,10 @@ import { Tool } from '../components/Toolbar/Tool'; * complex edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or * organic shapes in biomedical applications. * + * Note that if you want use the Magic Wand you must turn on the feature flag + * `fflag_feat_front_dev_4081_magic_wand_tool` in the `flags.json` and + * `feature_flags.json` files; it is off by default. + * * * Technical Overview: * diff --git a/src/utils/feature-flags.ts b/src/utils/feature-flags.ts index 55d0a1308..60d6b8938 100644 --- a/src/utils/feature-flags.ts +++ b/src/utils/feature-flags.ts @@ -130,6 +130,9 @@ export const FF_DEV_3617 = 'fflag_fix_front_dev_3617_taxonomy_memory_leaks_fix'; */ export const FF_DEV_1284 = 'fflag_fix_front_dev_1284_auto_detect_undo_281022_short'; +// Enable a Magic Wand to be used for quickly thresholding images with segmentation labels. +export const FF_DEV_4081 = 'fflag_feat_front_dev_4081_magic_wand_tool'; + function getFeatureFlags() { return { ...(window.APP_SETTINGS?.feature_flags ?? {}), From e154504394d247b90e149075ef3c0e8ff1a13f3b Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 11 Jan 2023 16:27:42 -0800 Subject: [PATCH 16/45] Fix path for feature flag file. --- src/regions/BrushRegion.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index c0c02fabb..921b98c0f 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -20,7 +20,7 @@ import { RegionWrapper } from './RegionWrapper'; import { Geometry } from '../components/RelationsOverlay/Geometry'; import { ImageViewContext } from '../components/ImageView/ImageViewContext'; import IsReadyMixin from '../mixins/IsReadyMixin'; -import { FF_DEV_4081, isFF } from '../../utils/feature-flags'; +import { FF_DEV_4081, isFF } from '../utils/feature-flags'; const highlightOptions = { shadowColor: 'red', From 140ce346756d8cacc93c596542dcbbc4a20624e2 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 11 Jan 2023 16:28:13 -0800 Subject: [PATCH 17/45] Make the crossOrigin attribute more granular and flexible for different deployment scenarios. --- examples/image_magic_wand/config.xml | 2 +- src/components/ImageView/ImageView.js | 2 +- src/tags/object/Image.js | 17 ++++++++++++++++- 3 files changed, 18 insertions(+), 3 deletions(-) diff --git a/examples/image_magic_wand/config.xml b/examples/image_magic_wand/config.xml index f4c15b1fc..3bbaf4416 100644 --- a/examples/image_magic_wand/config.xml +++ b/examples/image_magic_wand/config.xml @@ -9,6 +9,6 @@ - + \ No newline at end of file diff --git a/src/components/ImageView/ImageView.js b/src/components/ImageView/ImageView.js index 3faaa4634..b18fec0dd 100644 --- a/src/components/ImageView/ImageView.js +++ b/src/components/ImageView/ImageView.js @@ -891,7 +891,7 @@ export default observer( src={item._value} onLoad={item.updateImageSize} onError={this.handleError} - crossOrigin="{isFF(FF_DEV_4081) ? 'Anonymous' : null}" + crossOrigin={item.imageCrossOrigin} alt="LS" /> {isFF(FF_DEV_4081) diff --git a/src/tags/object/Image.js b/src/tags/object/Image.js index af365b104..f59edb7bf 100644 --- a/src/tags/object/Image.js +++ b/src/tags/object/Image.js @@ -17,7 +17,7 @@ import { AnnotationMixin } from '../../mixins/AnnotationMixin'; import { clamp } from '../../utils/utilities'; import { guidGenerator } from '../../utils/unique'; import { IsReadyWithDepsMixin } from '../../mixins/IsReadyMixin'; -import { FF_DEV_2394, FF_DEV_3377, isFF } from '../../utils/feature-flags'; +import { FF_DEV_2394, FF_DEV_3377, FF_DEV_4081, isFF } from '../../utils/feature-flags'; /** * The `Image` tag shows an image on the page. Use for all image annotation tasks to display an image on the labeling interface. @@ -53,6 +53,7 @@ import { FF_DEV_2394, FF_DEV_3377, isFF } from '../../utils/feature-flags'; * @param {string} [horizontalAlignment="left"] - Where to align image horizontally. Can be one of "left", "center" or "right" * @param {string} [verticalAlignment="top"] - Where to align image vertically. Can be one of "top", "center" or "bottom" * @param {string} [defaultZoom="fit"] - Specify the initial zoom of the image within the viewport while preserving it’s ratio. Can be one of "auto", "original" or "fit" + * @param {string} [crossOrigin="none"] - Configures cross domain behavior for this image, either "none", "anonymous", or "use-credentials". */ const TagAttrs = types.model({ value: types.maybeNull(types.string), @@ -87,6 +88,8 @@ const TagAttrs = types.model({ horizontalalignment: types.optional(types.enumeration(['left', 'center', 'right']), 'left'), verticalalignment: types.optional(types.enumeration(['top', 'center', 'bottom']), 'top'), defaultzoom: types.optional(types.enumeration(['auto', 'original', 'fit']), 'fit'), + + crossorigin: types.optional(types.enumeration(['none', 'anonymous', 'use-credentials']), 'none'), }); const IMAGE_CONSTANTS = { @@ -376,6 +379,18 @@ const Model = types.model({ return !!self.getToolsManager().allTools()?.length; }, + get imageCrossOrigin() { + const value = self.crossorigin.toLowerCase(); + + if (!isFF(FF_DEV_4081)) { + return null; + } else if (!value || value === 'none') { + return null; + } else { + return value; + } + }, + get fillerHeight() { if (self.isSideways) { return `${self.naturalWidth / self.naturalHeight * 100}%`; From 5eee454ba207b871b79ea73b0c33f6466666469b Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Thu, 12 Jan 2023 13:47:00 -0800 Subject: [PATCH 18/45] Remove listing the magic wand feature flag here. --- src/core/feature-flags/flags.json | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/core/feature-flags/flags.json b/src/core/feature-flags/flags.json index c5a2f1bf9..c8b06c129 100644 --- a/src/core/feature-flags/flags.json +++ b/src/core/feature-flags/flags.json @@ -2,6 +2,5 @@ "ff_front_1170_outliner_030222_short": false, "ff_front_DEV_1713_audio_ui_150222_short": false, "ff_front_DEV_2715_audio_3_280722_short": true, - "fflag_fix_front_dev_3391_interactive_view_all": false, - "fflag_feat_front_dev_4081_magic_wand_tool": false + "fflag_fix_front_dev_3391_interactive_view_all": false } From f8662379b26e1739dd2701ef263f1ec35933306b Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Mon, 23 Jan 2023 15:38:15 -0800 Subject: [PATCH 19/45] Magic Wand will be on in front end by default, but the server config will have it off by default. Note that this is needed so that Magic Wand e2e integration tests will work. --- src/core/feature-flags/flags.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/core/feature-flags/flags.json b/src/core/feature-flags/flags.json index c8b06c129..a8806196d 100644 --- a/src/core/feature-flags/flags.json +++ b/src/core/feature-flags/flags.json @@ -2,5 +2,6 @@ "ff_front_1170_outliner_030222_short": false, "ff_front_DEV_1713_audio_ui_150222_short": false, "ff_front_DEV_2715_audio_3_280722_short": true, - "fflag_fix_front_dev_3391_interactive_view_all": false + "fflag_fix_front_dev_3391_interactive_view_all": false, + "fflag_feat_front_dev_4081_magic_wand_tool": true } From 769dccb53649c123a7f65b2e0d50a4c01cabc021 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Mon, 23 Jan 2023 15:38:24 -0800 Subject: [PATCH 20/45] Whitespace fix. --- e2e/fragments/AtImageView.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/e2e/fragments/AtImageView.js b/e2e/fragments/AtImageView.js index db336519b..35f21f024 100644 --- a/e2e/fragments/AtImageView.js +++ b/e2e/fragments/AtImageView.js @@ -84,7 +84,7 @@ module.exports = { }, /** - * Get pixel color at point + * Get pixel color at point * @param {number} x * @param {number} y * @param {number[]} rgbArray From 1ff7f52fcd07dc5814d6e44f8b7fb6bbb40f6838 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Mon, 23 Jan 2023 15:38:59 -0800 Subject: [PATCH 21/45] e2e integration tests for the Magic Wand. --- e2e/tests/helpers.js | 9 ++ e2e/tests/image.magic-wand.test.js | 195 +++++++++++++++++++++++++++++ 2 files changed, 204 insertions(+) create mode 100644 e2e/tests/image.magic-wand.test.js diff --git a/e2e/tests/helpers.js b/e2e/tests/helpers.js index 5ba628ebe..6327e95fc 100644 --- a/e2e/tests/helpers.js +++ b/e2e/tests/helpers.js @@ -419,6 +419,14 @@ const areEqualRGB = (a, b, tolerance) => { return true; }; +const setKonvaLayersOpacity = ([opacity]) => { + const stage = window.Konva.stages[0]; + + for (const layer of stage.getLayers()) { + layer.canvas._canvas.style.opacity = opacity; + } +}; + const getKonvaPixelColorFromPoint = ([x, y]) => { const stage = window.Konva.stages[0]; const colors = []; @@ -660,6 +668,7 @@ module.exports = { getCanvasSize, getImageSize, getImageFrameSize, + setKonvaLayersOpacity, setZoom, whereIsPixel, countKonvaShapes, diff --git a/e2e/tests/image.magic-wand.test.js b/e2e/tests/image.magic-wand.test.js new file mode 100644 index 000000000..55e187689 --- /dev/null +++ b/e2e/tests/image.magic-wand.test.js @@ -0,0 +1,195 @@ +/* global Feature, Scenario, locate */ + +const { + convertToFixed, + initLabelStudio, + getKonvaPixelColorFromPoint, + getSizeConvertor, + hasKonvaPixelColorAtPoint, + setKonvaLayersOpacity, + serialize, + waitForImage +} = require('./helpers'); +const assert = require('assert'); + +Feature('Test Image Magic Wand'); + +const CLOUDSHADOW = { + color: '#1EAE3B', + rgbArray: [30, 174, 59], +}; +const HAZE = { + color: '#68eee5', + rgbArray: [104, 238, 229], +}; +const CLOUD = { + color: '#1b32de', + rgbArray: [27, 50, 222], +}; + +const config = ` + + + + + + + + `; + +const annotationEmpty = { + id: '1000', + result: [], +}; + +// TODO: Change these URLs to heartex URLs, and ensure the heartex bucket allows CORS access +// for these to work. +const data = { + "image": [ + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_1_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_2_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_scale_3_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg", + "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_false_color_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" + ], + "thumb": "http://storage.googleapis.com/brad-neuberg-label-studio-2/opensource/label-studio/examples/images/magic_wand_thumbnail_20200902_015806_26_2235_1B_AnalyticMS_00750_00750.jpg" +} + +async function magicWand(I, {msg, fromX, fromY, toX, toY}) { + I.usePlaywrightTo(msg, async ({ browser, browserContext, page }) => { + await page.mouse.move(fromX, fromY); + await page.mouse.down(); + await page.mouse.move(toX, toY); + await page.mouse.up(); + }); + I.wait(1); // Ensure that the magic wand brush region is fully finished being created. +} + +async function assertMagicWandPixel(I, x, y, assertValue, rgbArray, msg) { + const hasPixel = await I.executeScript(hasKonvaPixelColorAtPoint, [x, y, rgbArray, 1]); + + assert.equal(hasPixel, assertValue, msg); +} + +Scenario('Make sure the magic wand works in a variety of scenarios', async function({ I, AtImageView, AtSidebar }) { + const params = { + config, + data: data, + annotations: [annotationEmpty], + }; + + I.amOnPage('/'); + I.executeScript(initLabelStudio, params); + + AtImageView.waitForImage(); + await AtImageView.lookForStage(); + I.executeScript(waitForImage); + + I.say('Making sure magic wand button is present'); + I.seeElement('.lsf-toolbar__group button[aria-label="magicwand"]'); + + // TODO: Make sure the Eraser icon is also on the tools bar. + //I.say('Making sure Eraser button is present'); + //I.seeElement('.lsf-toolbar__group button[aria-label="eraser"]'); + + I.say('Select magic wand & cloud class'); + I.pressKey('W'); + I.pressKey('4'); + + AtSidebar.seeRegions(0); + + I.say('Magic wanding clouds with cloud class in upper left of image'); + await magicWand(I, {msg: 'Fill in clouds upper left', fromX: 258, fromY: 214, toX: 650, toY: 650}); + await magicWand(I, {msg: 'Fill in clouds lower left', fromX: 337, fromY: 777, toX: 650, toY: 650}); + + I.say('Ensuring repeated magic wands back to back with same class collapsed into single region'); + AtSidebar.seeRegions(1); + AtSidebar.see('Cloud'); + + // Force all the magic wand regions to be a consistent color with no opacity to make testing + // magic wand pixel colors more robust. + I.say('Ensuring cloud magic wand pixels are correctly filled color'); + await I.executeScript(setKonvaLayersOpacity, [1.0]); + assertMagicWandPixel(I, 0, 0, false, CLOUD.rgbArray, + 'Far upper left corner should not have magic wand cloud class'); + assertMagicWandPixel(I, 260, 50, true, CLOUD.rgbArray, + 'Upper left should have magic wand cloud class'); + assertMagicWandPixel(I, 300, 620, true, CLOUD.rgbArray, + 'Lower left should have magic wand cloud class'); + assertMagicWandPixel(I, 675, 650, false, CLOUD.rgbArray, + 'Far lower right corner should not have magic wand cloud class'); + + // Make sure the region made from this is correct. + I.say('Ensuring magic wand brushregion was created correctly'); + const result = await I.executeScript(serialize); + const entry = result[1]; + assert.equal(entry['from_name'], 'labels_1'); + assert.equal(entry['type'], 'labels'); + const labels = entry['value']['labels']; + assert.equal(labels.length, 1); + assert.equal(labels[0], 'Cloud'); + assert.equal(entry['value']['rle'].length > 0, true); + + // Undo the bottom left area we just added, make sure its gone but our region list is still + // 1, then redo it and ensure its back and our region list is still 1 again. + I.say('Undoing last cloud magic wand and ensuring it worked correctly'); + I.click('button[aria-label="Undo"]'); + assertMagicWandPixel(I, 300, 620, false, CLOUD.rgbArray, + 'Undone lower left should not have magic wand cloud class anymore'); + assertMagicWandPixel(I, 260, 50, true, CLOUD.rgbArray, + 'Upper left should still have magic wand cloud class'); + AtSidebar.seeRegions(1); + + I.say('Redoing last cloud magic wand and ensuring it worked correctly'); + I.click('button[aria-label="Redo"]'); + assertMagicWandPixel(I, 300, 620, true, CLOUD.rgbArray, + 'Redone lower left should have magic wand cloud class again'); + assertMagicWandPixel(I, 260, 50, true, CLOUD.rgbArray, + 'Upper left should still have magic wand cloud class'); + AtSidebar.seeRegions(1); + + I.say('Unselecting last magic wand region'); + I.pressKey('Escape'); + + // Change to the false color view, zoom in, and magic wand with a new class. + I.say('Changing to false-color view'); + I.click('[class*="gallery--"] img[src*="false_color"]'); + + I.say('Zooming in'); + I.click('button[aria-label="zoom-in"]'); + I.click('button[aria-label="zoom-in"]'); + I.click('button[aria-label="zoom-in"]'); + I.click('button[aria-label="zoom-in"]'); + I.click('button[aria-label="zoom-in"]'); + + I.say('Selecting cloud shadow class'); + I.pressKey('2'); + + I.say('Magic wanding cloud shadows with cloud shadow class in center of zoomed image'); + await magicWand(I, {msg: 'Cloud shadow in middle of image', fromX: 390, fromY: 500, toX: 500, toY: 500}); + + I.say('Ensuring new cloud shadow magic wand region gets added to sidebar'); + AtSidebar.seeRegions(2); + AtSidebar.see('Cloud Shadow'); + + I.say('Ensuring cloud shadow magic wand pixels are correctly filled color'); + await I.executeScript(setKonvaLayersOpacity, [1.0]); + assertMagicWandPixel(I, 0, 0, false, CLOUDSHADOW.rgbArray, + 'Zoomed upper left corner should not have cloud shadow'); + assertMagicWandPixel(I, 350, 360, true, CLOUDSHADOW.rgbArray, + 'Center area should have magic wand cloud shadow class'); + + // Make sure if you have a region selected then change the class the region class changes. + I.say('Changing class of existing selected region to Haze should change it to new class'); + I.pressKey('3'); + AtSidebar.seeRegions(2); + AtSidebar.dontSee('Cloud Shadow'); + AtSidebar.see('Haze'); + await I.executeScript(setKonvaLayersOpacity, [1.0]); + assertMagicWandPixel(I, 350, 360, true, HAZE.rgbArray, + 'Center area should have magic wand haze class'); +}); \ No newline at end of file From 680d4e12f9d434a692c5d1d56b936988443210bc Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Tue, 24 Jan 2023 11:10:39 -0800 Subject: [PATCH 22/45] Lint fix -- remove unused import. --- src/components/Node/Node.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/components/Node/Node.tsx b/src/components/Node/Node.tsx index 7a5024098..d48cef670 100644 --- a/src/components/Node/Node.tsx +++ b/src/components/Node/Node.tsx @@ -10,7 +10,7 @@ import { import './Node.styl'; import { Block, Elem } from '../../utils/bem'; -import { IconBrushTool, IconBrushToolSmart, IconMagicWandTool, IconCircleTool, IconCircleToolSmart, IconKeypointsTool, IconKeypointsToolSmart, IconPolygonTool, IconPolygonToolSmart, IconRectangle3PointTool, IconRectangle3PointToolSmart, IconRectangleTool, IconRectangleToolSmart, IconText, IconWarning } from '../../assets/icons'; +import { IconBrushTool, IconBrushToolSmart, IconCircleTool, IconCircleToolSmart, IconKeypointsTool, IconKeypointsToolSmart, IconPolygonTool, IconPolygonToolSmart, IconRectangle3PointTool, IconRectangle3PointToolSmart, IconRectangleTool, IconRectangleToolSmart, IconText, IconWarning } from '../../assets/icons'; import { NodeView } from './NodeView'; import { Tooltip } from '../../common/Tooltip/Tooltip'; From c10becf22d6b8ea4c294104c9fd07ea3571186de Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Wed, 25 Jan 2023 16:24:09 -0800 Subject: [PATCH 23/45] Doc fix. --- src/tags/object/Image.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tags/object/Image.js b/src/tags/object/Image.js index f59edb7bf..f28453cd3 100644 --- a/src/tags/object/Image.js +++ b/src/tags/object/Image.js @@ -53,7 +53,7 @@ import { FF_DEV_2394, FF_DEV_3377, FF_DEV_4081, isFF } from '../../utils/feature * @param {string} [horizontalAlignment="left"] - Where to align image horizontally. Can be one of "left", "center" or "right" * @param {string} [verticalAlignment="top"] - Where to align image vertically. Can be one of "top", "center" or "bottom" * @param {string} [defaultZoom="fit"] - Specify the initial zoom of the image within the viewport while preserving it’s ratio. Can be one of "auto", "original" or "fit" - * @param {string} [crossOrigin="none"] - Configures cross domain behavior for this image, either "none", "anonymous", or "use-credentials". + * @param {string} [crossOrigin="none"] - Configures CORS cross domain behavior for this image, either "none", "anonymous", or "use-credentials". */ const TagAttrs = types.model({ value: types.maybeNull(types.string), From e385e4c48e50855858780c49e4a3a532a9053742 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Thu, 26 Jan 2023 10:24:24 -0800 Subject: [PATCH 24/45] Bring Brush tag in when Magicwand tag used, to deal with Eraser tool getting duplicated. --- examples/image_magic_wand/config.xml | 1 - src/tags/control/MagicWand.js | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/image_magic_wand/config.xml b/examples/image_magic_wand/config.xml index 3bbaf4416..2595cdb15 100644 --- a/examples/image_magic_wand/config.xml +++ b/examples/image_magic_wand/config.xml @@ -6,7 +6,6 @@ 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Can be one of "left", "center" or "right" * @param {string} [verticalAlignment="top"] - Where to align image vertically. Can be one of "top", "center" or "bottom" * @param {string} [defaultZoom="fit"] - Specify the initial zoom of the image within the viewport while preserving it’s ratio. Can be one of "auto", "original" or "fit" - * @param {string} [crossOrigin="none"] - Configures CORS cross domain behavior for this image, either "none", "anonymous", or "use-credentials". + * @param {string} [crossOrigin="none"] - Configures CORS cross domain behavior for this image, either "none", "anonymous", or "use-credentials", similar to [DOM `img` crossOrigin property](https://developer.mozilla.org/en-US/docs/Web/API/HTMLImageElement/crossOrigin). */ const TagAttrs = types.model({ value: types.maybeNull(types.string), diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index c9eda07f1..359553003 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -15,66 +15,91 @@ import { IconMagicWandTool } from '../assets/icons'; import { Tool } from '../components/Toolbar/Tool'; /** - * This file implements a Magic Wand, making it possible to click in a region of an image a user is doing - * segmentation labeling on, drag the mouse to dynamically change flood filling tolerance, then release - * the mouse button to get a new labeled area. It is particularly effective at labeling broad, diffuse, - * complex edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or - * organic shapes in biomedical applications. - * - * Note that if you want use the Magic Wand you must turn on the feature flag - * `fflag_feat_front_dev_4081_magic_wand_tool` in the `flags.json` and - * `feature_flags.json` files; it is off by default. - * - * - * Technical Overview: - * - * First, the image we want to do the Magic Wand on can actually be displayed larger or smaller than - * the actual size of the image, whether due to the user zooming, panning, or the image being shrunken - * down to fit within the available screen real estate, so we will need to be aware of this - * discrepancy in terms of our coordinates and image data. - * - * Some terms you might see in the code: - * - `naturalWidth`/`naturalHeight`: The actual, intrinsic size of the image, if loaded into an image - * viewer. - * - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in - * the browser. - * - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser` size, parts of - * it might be clipped and overflow hidden by a viewport lying over it and constraining it. - * `viewportWidth`/`viewportHeight` relates the size of the viewport. - * - * Users might be working with very large images, and if we are not careful the Magic Wand thresholding - * operation done while the user is dragging the mouse can get very slow. In addition, when the user - * releases the mouse to apply a final mask, if we are not careful the final masking operation can be - * very slow. We are therefore quite conscious about performance in the Magic Wand implementation. - * - * When the user first presses down on the mouse button (`mousedownEv`), we first have to re-apply - * any CSS transforms the image might be under (zooming, panning, etc.) in `initCanvas`. There is no way - * to get pixel-level image data that has CSS transforms applied to it, so we recreate these transforms - * on top of an offscreen canvas (`getTransformedImageData`), efficiently blitting just the area in the - * viewport to the offscreen buffer. - * - * During mouse movement (`mousemoveEv`), we `threshold()` based on how far the mouse is from the - * initial `anchorX`/`anchorY` seeds, updating the mask with `drawMask`. + * The `Magicwand` tag makes it possible to click in a region of an image a user is doing segmentation + * labeling on, drag the mouse to dynamically change flood filling tolerance, then release the mouse button + * to get a new labeled area. It is particularly effective at segmentation labeling broad, diffuse, complex + * edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or organic + * shapes in biomedical applications. * - * When the user is finished with the dynamic thresholding and releases the mouse button (`mouseupEv`), - * we setup the final mask (`setupFinalMask`) by taking the existing Magic Wanded result, which might - * be zoomed, panned, or scaled down, and correctly upscale or downscale the mask into the full natural - * sized image wherever it would actually be (`copyTransformedMaskToNaturalSize`). This has the benefit of - * being very fast vs. attempting to do Magic Wand thresholding against the entire, naturally sized - * image, which could be very large. - * - * Experiments also showed that thresholding can be very different if the image is scaled larger or smaller - * for final results, which can be confusing for the user if when they release the mouse button if what - * they see is very different then what was shown during dynamic thresholding. If we are zoomed in, the final - * mask will end at the edges of the current zoom level, which can also help to reduce surprise at the final - * results. + * Use with the following data types: image. + * + * Zooming is supported for the Magic Wand, but it will not work on rotated images. + * + * Example of the Magic Wand in use: * - * Once we have the final mask, we need to turn it into a final BrushRegion with results (`finalMaskToRegion`). - * This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the - * BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw - * onto it's canvas quickly, which also makes it possible for the user to dynamically - * change the class color later on. We keep a cachedNaturalCanvas around from previous masking sessions on - * the same class in order to collapse multiple Magic Wand additions into the same class. + * ![Animated GIF showing Magic Wand clicking on cloud and dragging, automatically segmenting and selecting + * pixels to create a mask](../images/magicwand_example.gif) + * + * ### Feature Flag + * + * The Magic Wand is currently turned off by default behind a feature flag. If you want to turn it on, you + * must enable it by either: + * - Setting an environment variable when starting the Label Studio server, either by starting up the + * server with `fflag_feat_front_dev_4081_magic_wand_tool=1 label-studio`, or manually finding the flag + * `flag_feat_front_dev_4081_magic_wand_tool` and setting it to true. + * + * ### CORS Configuration + * + * The Magic Wand requires pixel-level access to images that are being labelled in order to do its + * thresholding and flood filling. If you are hosting your images to label on a third-party domain, + * you will need to enable CORS headers for the Magic Wand to work with cross domain HTTP `GET` + * requests in order for the Magic Wand to be able to threshold the actual image pixel data. See the + * [Label Studio storage guide](../guide/storage.html#Troubleshoot-CORS-and-access-problems) for more + * details on configuring CORS. + * + * ### `Image` Tag Configuration + * + * The `Magicwand` tag is configured to work with an `Image` tag that it will operate on for labeling. + * If you are storing an image cross-domain that the `Image` tag will reference, you will have to + * correctly setup the `crossOrigin` on the `Image` attribute. This attribute mimics the same + * `crossOrigin` attribute that a normal DOM `img` tag would + * have ([reference])(https://developer.mozilla.org/en-US/docs/Web/API/HTMLImageElement/crossOrigin). + * + * If the image is on a public server or Google/AWS/Azure bucket that is publically readable + * without any authentication, you should set `crossOrigin` to `anonymous`. + * + * If the image is on a server or a private cloud bucket that requires authentication of any + * kind (i.e. the request must have HTTP headers that prove authentication set along with the + * third party request), then you should set `crossOrigin` to `use-credentials`. Note that Google's + * cloud buckets [do not support authenticated requests for CORS requests](https://cloud.google.com/storage/docs/cross-origin#additional_considerations), + * which means you either need to make that Google bucket world readable to work with the Magic Wand, or + * use Label Studio's signed URL support ([AWS](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI), + * [GCP](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-1), and + * [Azure](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-2)). + * + * If the image is on the same host as your Label Studio instance, you can simply leave off the + * `crossOrigin` attribute or set it to `none`. + * + * @example + * + * + * + * + * + * + * + * @example + * + * + * + * + * + * + * + * + * @name Magicwand + * @regions BrushRegion + * @meta_title Magic Wand Tag for Quick Thresholded Flood Filling During Image Segmentation + * @meta_description Customize Label Studio with a Magic Wand tag to quickly click and drag to threshold flood fill image areas during image segmentation labeling for machine learning and data science projects. + * @param {string} name - Name of the element + * @param {string} toName - Name of the image to label + * @param {float=} [opacity=0.6] - Opacity of the Magic Wand region during use + * @param {number=} [blurradius=5] - The edges of a Magic Wand region are blurred and simplified, this is the radius of the blur kernel + * @param {number=} [defaultthreshold=15] - When the user initially clicks without dragging, how far a color has to be from the initial selected pixel to also be selected */ const ToolView = observer(({ item }) => { @@ -95,6 +120,56 @@ const ToolView = observer(({ item }) => { ); }); +// Technical Overview: +// +// First, the image we want to do the Magic Wand on can actually be displayed larger or smaller than +// the actual size of the image, whether due to the user zooming, panning, or the image being shrunken +// down to fit within the available screen real estate, so we will need to be aware of this +// discrepancy in terms of our coordinates and image data. +// +// Some terms you might see in the code: +// - `naturalWidth`/`naturalHeight`: The actual, intrinsic size of the image, if loaded into an image +// viewer. +// - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in +// the browser. +// - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser` size, parts of +// it might be clipped and overflow hidden by a viewport lying over it and constraining it. +// `viewportWidth`/`viewportHeight` relates the size of the viewport. +// +// Users might be working with very large images, and if we are not careful the Magic Wand thresholding +// operation done while the user is dragging the mouse can get very slow. In addition, when the user +// releases the mouse to apply a final mask, if we are not careful the final masking operation can be +// very slow. We are therefore quite conscious about performance in the Magic Wand implementation. +// +// When the user first presses down on the mouse button (`mousedownEv`), we first have to re-apply +// any CSS transforms the image might be under (zooming, panning, etc.) in `initCanvas`. There is no way +// to get pixel-level image data that has CSS transforms applied to it, so we recreate these transforms +// on top of an offscreen canvas (`getTransformedImageData`), efficiently blitting just the area in the +// viewport to the offscreen buffer. +// +// During mouse movement (`mousemoveEv`), we `threshold()` based on how far the mouse is from the +// initial `anchorX`/`anchorY` seeds, updating the mask with `drawMask`. +// +// When the user is finished with the dynamic thresholding and releases the mouse button (`mouseupEv`), +// we setup the final mask (`setupFinalMask`) by taking the existing Magic Wanded result, which might +// be zoomed, panned, or scaled down, and correctly upscale or downscale the mask into the full natural +// sized image wherever it would actually be (`copyTransformedMaskToNaturalSize`). This has the benefit of +// being very fast vs. attempting to do Magic Wand thresholding against the entire, naturally sized +// image, which could be very large. +// +// Experiments also showed that thresholding can be very different if the image is scaled larger or smaller +// for final results, which can be confusing for the user if when they release the mouse button if what +// they see is very different then what was shown during dynamic thresholding. If we are zoomed in, the final +// mask will end at the edges of the current zoom level, which can also help to reduce surprise at the final +// results. +// +// Once we have the final mask, we need to turn it into a final BrushRegion with results (`finalMaskToRegion`). +// This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the +// BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw +// onto it's canvas quickly, which also makes it possible for the user to dynamically +// change the class color later on. We keep a cachedNaturalCanvas around from previous masking sessions on +// the same class in order to collapse multiple Magic Wand additions into the same class. + const _Tool = types .model('MagicWandTool', { group: 'segmentation', From 1447b4866423a8947baead3547925043ee25ae24 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Fri, 3 Feb 2023 10:32:57 -0800 Subject: [PATCH 33/45] Fix docs so they are autogenerated correctly. --- src/tags/control/MagicWand.js | 88 ++++++++++++++++ src/tools/MagicWand.js | 188 +++++++++------------------------- 2 files changed, 139 insertions(+), 137 deletions(-) diff --git a/src/tags/control/MagicWand.js b/src/tags/control/MagicWand.js index 3a9f1cec9..7a196bf13 100644 --- a/src/tags/control/MagicWand.js +++ b/src/tags/control/MagicWand.js @@ -7,6 +7,94 @@ import { AnnotationMixin } from '../../mixins/AnnotationMixin'; import SeparatedControlMixin from '../../mixins/SeparatedControlMixin'; import { ToolManagerMixin } from '../../mixins/ToolManagerMixin'; +/** + * The `Magicwand` tag makes it possible to click in a region of an image a user is doing segmentation + * labeling on, drag the mouse to dynamically change flood filling tolerance, then release the mouse button + * to get a new labeled area. It is particularly effective at segmentation labeling broad, diffuse, complex + * edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or organic + * shapes in biomedical applications. + * + * Use with the following data types: image. + * + * Zooming is supported for the Magic Wand, but it will not work on rotated images. + * + * Example of the Magic Wand in use: + * + * ![Animated GIF showing Magic Wand clicking on cloud and dragging, automatically segmenting and selecting + * pixels to create a mask](../images/magicwand_example.gif) + * + * ### Feature Flag + * + * The Magic Wand is currently turned off by default behind a feature flag. If you want to turn it on, you + * must enable it by either: + * - Setting an environment variable when starting the Label Studio server, either by starting up the + * server with `fflag_feat_front_dev_4081_magic_wand_tool=1 label-studio`, or manually finding the flag + * `flag_feat_front_dev_4081_magic_wand_tool` and setting it to true. + * + * ### CORS Configuration + * + * The Magic Wand requires pixel-level access to images that are being labelled in order to do its + * thresholding and flood filling. If you are hosting your images to label on a third-party domain, + * you will need to enable CORS headers for the Magic Wand to work with cross domain HTTP `GET` + * requests in order for the Magic Wand to be able to threshold the actual image pixel data. See the + * [Label Studio storage guide](../guide/storage.html#Troubleshoot-CORS-and-access-problems) for more + * details on configuring CORS. + * + * ### `Image` Tag Configuration + * + * The `Magicwand` tag is configured to work with an `Image` tag that it will operate on for labeling. + * If you are storing an image cross-domain that the `Image` tag will reference, you will have to + * correctly setup the `crossOrigin` on the `Image` attribute. This attribute mimics the same + * `crossOrigin` attribute that a normal DOM `img` tag would + * have ([reference])(https://developer.mozilla.org/en-US/docs/Web/API/HTMLImageElement/crossOrigin). + * + * If the image is on a public server or Google/AWS/Azure bucket that is publically readable + * without any authentication, you should set `crossOrigin` to `anonymous`. + * + * If the image is on a server or a private cloud bucket that requires authentication of any + * kind (i.e. the request must have HTTP headers that prove authentication set along with the + * third party request), then you should set `crossOrigin` to `use-credentials`. Note that Google's + * cloud buckets [do not support authenticated requests for CORS requests](https://cloud.google.com/storage/docs/cross-origin#additional_considerations), + * which means you either need to make that Google bucket world readable to work with the Magic Wand, or + * use Label Studio's signed URL support ([AWS](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI), + * [GCP](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-1), and + * [Azure](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-2)). + * + * If the image is on the same host as your Label Studio instance, you can simply leave off the + * `crossOrigin` attribute or set it to `none`. + * + * @example + * + * + * + * + * + * + * + * @example + * + * + * + * + * + * + * + * + * @name Magicwand + * @regions BrushRegion + * @meta_title Magic Wand Tag for Quick Thresholded Flood Filling During Image Segmentation + * @meta_description Customize Label Studio with a Magic Wand tag to quickly click and drag to threshold flood fill image areas during image segmentation labeling for machine learning and data science projects. + * @param {string} name - Name of the element + * @param {string} toName - Name of the image to label + * @param {float=} [opacity=0.6] - Opacity of the Magic Wand region during use + * @param {number=} [blurradius=5] - The edges of a Magic Wand region are blurred and simplified, this is the radius of the blur kernel + * @param {number=} [defaultthreshold=15] - When the user initially clicks without dragging, how far a color has to be from the initial selected pixel to also be selected + */ + const TagAttrs = types.model({ name: types.identifier, toname: types.maybeNull(types.string), diff --git a/src/tools/MagicWand.js b/src/tools/MagicWand.js index 359553003..a1d554353 100644 --- a/src/tools/MagicWand.js +++ b/src/tools/MagicWand.js @@ -14,93 +14,57 @@ import { guidGenerator } from '../core/Helpers'; import { IconMagicWandTool } from '../assets/icons'; import { Tool } from '../components/Toolbar/Tool'; -/** - * The `Magicwand` tag makes it possible to click in a region of an image a user is doing segmentation - * labeling on, drag the mouse to dynamically change flood filling tolerance, then release the mouse button - * to get a new labeled area. It is particularly effective at segmentation labeling broad, diffuse, complex - * edged objects, such as clouds, cloud shadows, snow, etc. in earth observation applications or organic - * shapes in biomedical applications. - * - * Use with the following data types: image. - * - * Zooming is supported for the Magic Wand, but it will not work on rotated images. - * - * Example of the Magic Wand in use: - * - * ![Animated GIF showing Magic Wand clicking on cloud and dragging, automatically segmenting and selecting - * pixels to create a mask](../images/magicwand_example.gif) - * - * ### Feature Flag - * - * The Magic Wand is currently turned off by default behind a feature flag. If you want to turn it on, you - * must enable it by either: - * - Setting an environment variable when starting the Label Studio server, either by starting up the - * server with `fflag_feat_front_dev_4081_magic_wand_tool=1 label-studio`, or manually finding the flag - * `flag_feat_front_dev_4081_magic_wand_tool` and setting it to true. - * - * ### CORS Configuration - * - * The Magic Wand requires pixel-level access to images that are being labelled in order to do its - * thresholding and flood filling. If you are hosting your images to label on a third-party domain, - * you will need to enable CORS headers for the Magic Wand to work with cross domain HTTP `GET` - * requests in order for the Magic Wand to be able to threshold the actual image pixel data. See the - * [Label Studio storage guide](../guide/storage.html#Troubleshoot-CORS-and-access-problems) for more - * details on configuring CORS. - * - * ### `Image` Tag Configuration - * - * The `Magicwand` tag is configured to work with an `Image` tag that it will operate on for labeling. - * If you are storing an image cross-domain that the `Image` tag will reference, you will have to - * correctly setup the `crossOrigin` on the `Image` attribute. This attribute mimics the same - * `crossOrigin` attribute that a normal DOM `img` tag would - * have ([reference])(https://developer.mozilla.org/en-US/docs/Web/API/HTMLImageElement/crossOrigin). - * - * If the image is on a public server or Google/AWS/Azure bucket that is publically readable - * without any authentication, you should set `crossOrigin` to `anonymous`. - * - * If the image is on a server or a private cloud bucket that requires authentication of any - * kind (i.e. the request must have HTTP headers that prove authentication set along with the - * third party request), then you should set `crossOrigin` to `use-credentials`. Note that Google's - * cloud buckets [do not support authenticated requests for CORS requests](https://cloud.google.com/storage/docs/cross-origin#additional_considerations), - * which means you either need to make that Google bucket world readable to work with the Magic Wand, or - * use Label Studio's signed URL support ([AWS](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI), - * [GCP](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-1), and - * [Azure](../guide/storage.html#Set-up-connection-in-the-Label-Studio-UI-2)). - * - * If the image is on the same host as your Label Studio instance, you can simply leave off the - * `crossOrigin` attribute or set it to `none`. - * - * @example - * - * - * - * - * - * - * - * @example - * - * - * - * - * - * - * - * - * @name Magicwand - * @regions BrushRegion - * @meta_title Magic Wand Tag for Quick Thresholded Flood Filling During Image Segmentation - * @meta_description Customize Label Studio with a Magic Wand tag to quickly click and drag to threshold flood fill image areas during image segmentation labeling for machine learning and data science projects. - * @param {string} name - Name of the element - * @param {string} toName - Name of the image to label - * @param {float=} [opacity=0.6] - Opacity of the Magic Wand region during use - * @param {number=} [blurradius=5] - The edges of a Magic Wand region are blurred and simplified, this is the radius of the blur kernel - * @param {number=} [defaultthreshold=15] - When the user initially clicks without dragging, how far a color has to be from the initial selected pixel to also be selected - */ + /** + * Technical Overview: + * + * First, the image we want to do the Magic Wand on can actually be displayed larger or smaller than + * the actual size of the image, whether due to the user zooming, panning, or the image being shrunken + * down to fit within the available screen real estate, so we will need to be aware of this + * discrepancy in terms of our coordinates and image data. + * + * Some terms you might see in the code: + * - `naturalWidth`/`naturalHeight`: The actual, intrinsic size of the image, if loaded into an image + * viewer. + * - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in + * the browser. + * - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser` size, parts of + * it might be clipped and overflow hidden by a viewport lying over it and constraining it. + * `viewportWidth`/`viewportHeight` relates the size of the viewport. + * + * Users might be working with very large images, and if we are not careful the Magic Wand thresholding + * operation done while the user is dragging the mouse can get very slow. In addition, when the user + * releases the mouse to apply a final mask, if we are not careful the final masking operation can be + * very slow. We are therefore quite conscious about performance in the Magic Wand implementation. + * + * When the user first presses down on the mouse button (`mousedownEv`), we first have to re-apply + * any CSS transforms the image might be under (zooming, panning, etc.) in `initCanvas`. There is no way + * to get pixel-level image data that has CSS transforms applied to it, so we recreate these transforms + * on top of an offscreen canvas (`getTransformedImageData`), efficiently blitting just the area in the + * viewport to the offscreen buffer. + * + * During mouse movement (`mousemoveEv`), we `threshold()` based on how far the mouse is from the + * initial `anchorX`/`anchorY` seeds, updating the mask with `drawMask`. + * + * When the user is finished with the dynamic thresholding and releases the mouse button (`mouseupEv`), + * we setup the final mask (`setupFinalMask`) by taking the existing Magic Wanded result, which might + * be zoomed, panned, or scaled down, and correctly upscale or downscale the mask into the full natural + * sized image wherever it would actually be (`copyTransformedMaskToNaturalSize`). This has the benefit of + * being very fast vs. attempting to do Magic Wand thresholding against the entire, naturally sized + * image, which could be very large. + * + * Experiments also showed that thresholding can be very different if the image is scaled larger or smaller + * for final results, which can be confusing for the user if when they release the mouse button if what + * they see is very different then what was shown during dynamic thresholding. If we are zoomed in, the final + * mask will end at the edges of the current zoom level, which can also help to reduce surprise at the final + * results. + * + * Once we have the final mask, we need to turn it into a final BrushRegion with results (`finalMaskToRegion`). + * This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the + * BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw + * onto it's canvas quickly, which also makes it possible for the user to dynamically + * change the class color later on. We keep a cachedNaturalCanvas around from previous masking sessions on + * the same class in order to collapse multiple Magic Wand additions into the same class. + */ const ToolView = observer(({ item }) => { return ( @@ -120,56 +84,6 @@ const ToolView = observer(({ item }) => { ); }); -// Technical Overview: -// -// First, the image we want to do the Magic Wand on can actually be displayed larger or smaller than -// the actual size of the image, whether due to the user zooming, panning, or the image being shrunken -// down to fit within the available screen real estate, so we will need to be aware of this -// discrepancy in terms of our coordinates and image data. -// -// Some terms you might see in the code: -// - `naturalWidth`/`naturalHeight`: The actual, intrinsic size of the image, if loaded into an image -// viewer. -// - `imageDisplayedInBrowserWidth`/`imageDisplayedInBrowserHeight`: The size of the image shown in -// the browser. -// - `viewportWidth`/`viewportHeight`: Even if the image is `imageDisplayedInBrowser` size, parts of -// it might be clipped and overflow hidden by a viewport lying over it and constraining it. -// `viewportWidth`/`viewportHeight` relates the size of the viewport. -// -// Users might be working with very large images, and if we are not careful the Magic Wand thresholding -// operation done while the user is dragging the mouse can get very slow. In addition, when the user -// releases the mouse to apply a final mask, if we are not careful the final masking operation can be -// very slow. We are therefore quite conscious about performance in the Magic Wand implementation. -// -// When the user first presses down on the mouse button (`mousedownEv`), we first have to re-apply -// any CSS transforms the image might be under (zooming, panning, etc.) in `initCanvas`. There is no way -// to get pixel-level image data that has CSS transforms applied to it, so we recreate these transforms -// on top of an offscreen canvas (`getTransformedImageData`), efficiently blitting just the area in the -// viewport to the offscreen buffer. -// -// During mouse movement (`mousemoveEv`), we `threshold()` based on how far the mouse is from the -// initial `anchorX`/`anchorY` seeds, updating the mask with `drawMask`. -// -// When the user is finished with the dynamic thresholding and releases the mouse button (`mouseupEv`), -// we setup the final mask (`setupFinalMask`) by taking the existing Magic Wanded result, which might -// be zoomed, panned, or scaled down, and correctly upscale or downscale the mask into the full natural -// sized image wherever it would actually be (`copyTransformedMaskToNaturalSize`). This has the benefit of -// being very fast vs. attempting to do Magic Wand thresholding against the entire, naturally sized -// image, which could be very large. -// -// Experiments also showed that thresholding can be very different if the image is scaled larger or smaller -// for final results, which can be confusing for the user if when they release the mouse button if what -// they see is very different then what was shown during dynamic thresholding. If we are zoomed in, the final -// mask will end at the edges of the current zoom level, which can also help to reduce surprise at the final -// results. -// -// Once we have the final mask, we need to turn it into a final BrushRegion with results (`finalMaskToRegion`). -// This is a performance bottleneck, so we directly turn it into an image URL that can be passed into the -// BrushRegion. The BrushRegion can then apply the correct class color to the image URL results to draw -// onto it's canvas quickly, which also makes it possible for the user to dynamically -// change the class color later on. We keep a cachedNaturalCanvas around from previous masking sessions on -// the same class in order to collapse multiple Magic Wand additions into the same class. - const _Tool = types .model('MagicWandTool', { group: 'segmentation', From cdc8f2472f2eacc87ca93a62193cb3fd9ce1be11 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Fri, 3 Feb 2023 11:15:10 -0800 Subject: [PATCH 34/45] Make code review feedback changes. --- src/core/Registry.ts | 2 +- src/regions/BrushRegion.js | 4 +- src/utils/canvas.js | 81 +++++++++++++++++++++++++++++--------- 3 files changed, 65 insertions(+), 22 deletions(-) diff --git a/src/core/Registry.ts b/src/core/Registry.ts index acfcd68ea..1a61b6c36 100644 --- a/src/core/Registry.ts +++ b/src/core/Registry.ts @@ -78,7 +78,7 @@ class _Registry { const model = this.tools[name]; if (name === 'magicwand' && !isFF(FF_DEV_4081)) { - throw new Error('magicwand feature flag (fflag_fix_front_dev_3391_interactive_view_all) is not on'); + throw new Error('The magicwand feature flag is not on'); } if (!model) { diff --git a/src/regions/BrushRegion.js b/src/regions/BrushRegion.js index 94cc382e2..7ff335369 100644 --- a/src/regions/BrushRegion.js +++ b/src/regions/BrushRegion.js @@ -1,4 +1,4 @@ -import React, { useCallback, useContext, useMemo, useRef, useState } from 'react'; +import React, { useCallback, useContext, useEffect, useRef, useState } from 'react'; import { Group, Image, Layer, Shape } from 'react-konva'; import { observer } from 'mobx-react'; import { getParent, getRoot, hasParent, types } from 'mobx-state-tree'; @@ -480,7 +480,7 @@ const HtxBrushView = ({ item }) => { const { suggestion } = useContext(ImageViewContext) ?? {}; // Prepare brush stroke from RLE with current stroke color - useMemo(async function() { + useEffect(async function() { // Two possible ways to draw an image from precreated data: // - rle - An RLE encoded RGBA image diff --git a/src/utils/canvas.js b/src/utils/canvas.js index a1aa00f81..cbf975daa 100644 --- a/src/utils/canvas.js +++ b/src/utils/canvas.js @@ -4,27 +4,40 @@ import Constants from '../core/Constants'; import * as Colors from './colors'; -// given a single channel UInt8 image data mask with non-zero values indicating the -// mask, turn it into a 4 channgel RGBA image data URL filled in with the given -// color for pixels turned on in the mask. -function mask2DataURL(singleChannelData, nw, nh, color) { +/** + * Given a single channel UInt8 image data mask with non-zero values indicating the + * mask, turn it into a 4 channgel RGBA image data URL filled in with the given + * color for pixels turned on in the mask. + * @param {ImageData} Single channel image mask data. + * @param {number} w Width of the resulting image data URL. + * @param {number} h Height of the resulting image data URL. + * @param {string} color Hex color of the resulting mask image. + * @returns {string} Data URL containing the mask as an image. + */ +function mask2DataURL(singleChannelData, w, h, color) { const canvas = document.createElement('canvas'); const ctx = canvas.getContext('2d'); - canvas.width = nw; - canvas.height = nh; + canvas.width = w; + canvas.height = h; const numChannels = 1; - setMaskPixelColors(ctx, singleChannelData, nw, nh, color, numChannels); + setMaskPixelColors(ctx, singleChannelData, w, h, color, numChannels); const url = canvas.toDataURL(); return url; } -// given an RGBA image data URL, turn it into an actual DOM Image filled in with the current -// class color. +/** + * Given an RGBA image data URL, turn it into an actual DOM Image filled in with the current + * class color. + * @param {string} maskDataURL Data URL, such as returned from mask2DataURL, containing + * an image. + * @param {string} color The fill color of the image produced from the Data URL. + * @returns {Image} DOM Image filled out with the resulting mask data URL. + */ function maskDataURL2Image(maskDataURL, { color = Constants.FILL_COLOR } = {}) { return new Promise((resolve, _reject) => { const img = document.createElement('img'); @@ -55,9 +68,18 @@ function maskDataURL2Image(maskDataURL, { color = Constants.FILL_COLOR } = {}) { }); } -// Given some RGBA mask pixel array, efficiently sets the colors. Note that we assume that the same value is set -// throughout the channels of the mask, so that no channel will be set to 0 if there is a valid mask -// position there (i.e. all channels might be 255 if a mask is present). +/** + * Given some RGBA mask pixel array, efficiently sets the colors. Note that we assume that the same value is set + * throughout the channels of the mask, so that no channel will be set to 0 if there is a valid mask + * position there (i.e. all channels might be 255 if a mask is present). + * @param {CanvasRenderingContext2D} ctx DOM canvas surface to draw on. + * @param {ImageData} Raw canvas.getImageData() to work with. + * @param {number} nw The natural width (i.e. the true width of the canvas independent of how its being displayed). + * @param {number} nh Similar, but the natural height. + * @param {string} color Hex string color to use for mask, such as '#ff8800'. + * @param {number} numChannels The source image could either be a 1-channel mask, or + * a full color 4-channel RGBA image. + */ function setMaskPixelColors(ctx, data, nw, nh, color, numChannels) { const [red, green, blue] = chroma(color).rgb(); const alpha = 255; @@ -80,7 +102,9 @@ function setMaskPixelColors(ctx, data, nw, nh, color, numChannels) { } else if (endian === 'big endian') { finalColor = (red << 24) | (green << 16) | (blue << 8) | alpha; } else { - throw new Error(`Unknown platform endianness: ${endian}`); + // The most common architectures (x86 and ARM) are both little endian, so just assume that. + console.error(`Unknown platform endianness (${endian}), assuming little endian`); + finalColor = (alpha << 24) | (blue << 16) | (green << 8) | red; } let x, y; @@ -104,7 +128,13 @@ function setMaskPixelColors(ctx, data, nw, nh, color, numChannels) { ctx.putImageData(resultsData, 0, 0); } -// given the RLE array returns the DOM Image element with loaded image +/** + * Given the RLE array returns the DOM Image element with loaded image. + * @param {string} rle RLE encoded image to be turned into a Region object. + * @param {tags.object.Image} image Image the region will be interacting with. + * @param {string} color Fill color for the region that will be produced. + * @returns @returns {Image} DOM image filled in with RLE contents. + */ function RLE2Region(rle, image, { color = Constants.FILL_COLOR } = {}) { const nw = image.naturalWidth, nh = image.naturalHeight; @@ -135,7 +165,12 @@ function RLE2Region(rle, image, { color = Constants.FILL_COLOR } = {}) { return new_image; } -// given the brush region return the RLE encoded array +/** + * Given a brush region return the RLE encoded array. + * @param {BrushRegion} region BrushRegtion to turn into RLE array. + * @param {tags.object.Image} image Image the region will be interacting with. + * @returns {string} RLE encoded contents. + */ function Region2RLE(region, image) { const nw = image.naturalWidth, nh = image.naturalHeight; @@ -405,7 +440,8 @@ const trim = (canvas) => { /** * JavaScript clamped arrays will follow the byte ordering of their platform (either little- - * or big endian). This method returns "little endian" if byte ordering starts to the right, or + * or big endian). + * @returns {string} "little endian" if byte ordering starts to the right, or * "big endian" if byte ordering starts from the left. */ function checkEndian() { @@ -415,9 +451,16 @@ function checkEndian() { uint8Array[0] = 0xAA; // set first byte uint8Array[1] = 0xBB; // set second byte - if (uint16array[0] === 0xBBAA) return 'little endian'; - if (uint16array[0] === 0xAABB) return 'big endian'; - else throw new Error('Can not determine platform endianness'); + + if (uint16array[0] === 0xBBAA) { + return 'little endian'; + } else if (uint16array[0] === 0xAABB) { + return 'big endian'; + } else { + // The most common architectures (x86 and ARM) are both little endian, so just assume that. + console.error('Can not determine platform endianness, assuming little endian'); + return 'little endian'; + } } export default { From 7e76ad7862a0d696bdbbd7f30928be759f4b4db4 Mon Sep 17 00:00:00 2001 From: bradneuberg Date: Fri, 3 Feb 2023 11:30:16 -0800 Subject: [PATCH 35/45] Have the Brush be shown in the Magic Wand example as well. --- examples/image_magic_wand/config.xml | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/image_magic_wand/config.xml b/examples/image_magic_wand/config.xml index 2595cdb15..3bbaf4416 100644 --- a/examples/image_magic_wand/config.xml +++ b/examples/image_magic_wand/config.xml @@ -6,6 +6,7 @@

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