Skip to content

Include method to access mask in export v2 #1142

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Jun 20, 2023
Merged

Include method to access mask in export v2 #1142

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
dfcab43
Include method to access the mask url
Jun 16, 2023
4a7b2ec
Include method to access the mask url
Jun 16, 2023
31d4dc0
Include method to access the mask url
Jun 16, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
64 changes: 62 additions & 2 deletions examples/basics/export_data.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -38,7 +38,8 @@
{
"metadata": {},
"source": [
"!pip install -q \"labelbox[data]\""
"!pip install -q \"labelbox[data]\"\n",
"!pip install -q urllib3 "
],
"cell_type": "code",
"outputs": [],
Expand All @@ -47,7 +48,9 @@
{
"metadata": {},
"source": [
"import labelbox as lb"
"import labelbox as lb\n",
"import urllib.request\n",
"from PIL import Image"
],
"cell_type": "code",
"outputs": [],
Expand Down Expand Up @@ -338,6 +341,63 @@
"cell_type": "code",
"outputs": [],
"execution_count": null
},
{
"metadata": {},
"source": [
"## How to access a `mask` URL \n",
"\n",
"Annotations of the kind `ImageSegmentationMask` and `VideoSegmentationMask` can only be present in labels made on image or video data rows, respectively. In order to access the mask data, you must pass your Labelbox API key stored in `client.headers` in an API request.\n",
"\n",
"When you grab a URL from the mask annotation in the export, the `project_id` and `feature_id` will already be in place. Here, we provide the framework for structuring a URL with any project ID and feature ID."
],
"cell_type": "markdown"
},
{
"metadata": {},
"source": [
"# Provide a project ID and feature ID. Alternatively, replace the entire mask_url with a URL grabbed from your export.\n",
"project_id = \"\"\n",
"feature_id = \"\"\n",
"\n",
"mask_url = f\"https://api.labelbox.com/api/v1/projects/{project_id}/annotations/{feature_id}/index/1/mask\""
],
"cell_type": "code",
"outputs": [],
"execution_count": null
},
{
"metadata": {},
"source": [
"# Make the API request \n",
"req = urllib.request.Request(mask_url, headers=client.headers)"
],
"cell_type": "code",
"outputs": [],
"execution_count": null
},
{
"metadata": {},
"source": [
"# Print the image of the mask\n",
"image = Image.open(urllib.request.urlopen(req))\n",
"image\n"
],
"cell_type": "code",
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<PIL.PngImagePlugin.PngImageFile image mode=L size=2560x1707>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": null
}
]
}