X-AnyLabeling v4.0.3

PyPI: https://pypi.org/project/x-anylabeling-cvhub/

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

X-AnyLabeling 4.0.3 adds image-level tagging and improves annotation precision, chatbot provider switching, and overlapping mask exports.

🚀 New Features

• Add image-level tag creation, editing, reordering, batch deletion, copy-all, and auto-labeling support. (#1320)

🐛 Bug Fixes

• Refine canvas selection and keyboard movement for precise annotation adjustments, and restore shape fill after transforms. (#1429)
• Restore editable custom model names when switching chatbot providers. (#1430)
• Honor label priority and shape layer order when exporting overlapping segmentation masks. (#1431)

🛠️ Improvements

• Refresh the interface preview in the English and Chinese README files.

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @zhixuwei, @CVHub520

Full Changelog: v4.0.2...v4.0.3

X-AnyLabeling v4.0.2

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

X-AnyLabeling 4.0.2 expands auto-labeling with new detection and segmentation models and improves YOLO export diagnostics.

🚀 New Features

• Add RT-DETRv2-OBB models for oriented object detection.
• Add D-FINE-seg models for instance segmentation. (#1427)
• Show failing image details when YOLO export errors occur.

🐛 Bug Fixes

• Provide actionable validation errors for incomplete YOLO pose annotations. (#1426)

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @xixyibaozuis, @CVHub520

Full Changelog: v4.0.1...v4.0.2

X-AnyLabeling v4.0.1

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

X-AnyLabeling 4.0.1 improves polygon creation and resolves several auto-labeling and mask export issues.

🚀 New Features

• Add a configurable Magic Wand tool for creating polygons from contiguous color regions. (#1421)

🐛 Bug Fixes

• Prevent mask export failures when source images are unavailable, honor checked selections, and handle cancellation cleanly. (#1422)
• Forward class filters to remote models.
• Preserve model class and filter names as strings to prevent YAML boolean-like labels from crashing the class filter dialog. (#1425)

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @cyphercodes, @CVHub520

Full Changelog: v4.0.0...v4.0.1

X-AnyLabeling v4.0.0

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

X-AnyLabeling 4.0.0 is a major release built around a PyQt6 interface, expanded annotation workflows, broader AI model support, and a more reliable cross-platform release pipeline. The beta release notes below retain the full development history.

🚀 New Features

• Add a prompt-free Segment Everything workflow powered by the SAM2 Automatic Mask Generator, with grid density, minimum region size, cancellation, and polygon or contour output controls.
• Add configurable application fonts and default shortcuts for circle, line, point, and line strip drawing tools.

🐛 Bug Fixes

• Align SAM2 automatic mask generation with the official implementation and bound memory usage through chunked grid processing.
• Harden annotation parsing, model downloads, and export paths against unsafe input and path traversal.
• Save annotation files atomically and restore Pillow decompression bomb protection.
• Preserve shape metadata, attributes, defaults, and canvas updates across label editing and upload workflows.
• Stabilize concurrent Chatbot model refreshes, VQA cancellation, video uploads, and video classifier sidecar validation.
• Skip invalid VOC geometries and load YOLOE embedding models independently of the working directory.

🛠️ Improvements

• Read image dimensions without decoding full pixel data.
• Refresh the application branding and menu icon system for a more consistent interface.
• Update package metadata, documentation, and in-app links for the official website.
• Add automated website content synchronization from the main repository.

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @Crackvignoule, @CVHub520

Full Changelog: v4.0.0-beta.13...v4.0.0

X-AnyLabeling v4.0.0-beta.13

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🐛 Bug Fixes

• Keep CUDA 12 executable builds on a compatible ONNX Runtime GPU release.
• Validate that Windows CUDA 12 artifacts do not link against CUDA 13 libraries.
• Restore Linux release tests and builds with the required runtime dependencies.

🛠️ Improvements

• Add Linux and Windows CUDA 12 executables to automated releases.
• Publish Python packages through PyPI Trusted Publishing.
• Update and pin release workflow actions for reproducible builds.

🌟 Contributors

A total of 1 developer contributed to this release.

Thank @CVHub520

Full Changelog: v4.0.0-beta.12...v4.0.0-beta.13

X-AnyLabeling v4.0.0-beta.12

12-26-46.mp4

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🚀 New Features

• Add bottom-left canvas controls for label opacity and image brightness and contrast.
• Add a collapsible display adjustment panel with synchronized controls. (#1405,#1406)
• Add a drag rotation handle for rotated boxes. (#1407)
• Show the valid image count for the selected training task.

🛠️ Improvements

• Automate cross-platform executable builds and GitHub releases.
• Remove legacy tools and reorganize tests and documentation.

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @lovejoohero0228, @CVHub520

Full Changelog: v4.0.0-beta.11...v4.0.0-beta.12

X-AnyLabeling v4.0.0-beta.11

18-15-01.mp4

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🚀 New Features

• Add brush editing for polygon refinement with paint and erase controls, configurable behavior, and stroke-level undo and redo. (#1401)
• Add per-shape locking to protect annotation geometry and deletion while preserving selection and metadata editing.
• Add interactive group selection and movement with safe group copy, paste, and deletion.
• Improve selection for overlapping and nested shapes by prioritizing nearby vertices and editable edges.
• Prompt users to keep or skip out-of-bounds OBB annotations during YOLO OBB export. (#1402)

🐛 Bug Fixes

• Stabilize label review navigation when annotations change and show review progress. (#1403)
• Default to the XCB platform plugin in WSL Wayland environments.
• Replace shell command execution in translation compilation with checked subprocess invocation. (#1398)
• Detect available Qt translation compilers and surface compilation failures.
• Refine the brush editing workflow and undo history.

🛠️ Improvements

• Align the Black configuration with the supported Python version and consolidate exclusions.

🌟 Contributors

A total of 4 developers contributed to this release.

Thank @tuanaiseo, @lovejoohero0228, @quitmeyer, @CVHub520

Full Changelog: v4.0.0-beta.10...v4.0.0-beta.11

X-AnyLabeling v4.0.0-beta.10

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🚀 New Features

• Add YOLO26 TrackTrack model support for detection, segmentation, pose, and oriented bounding box tracking.

🐛 Bug Fixes

• Support brightness and contrast adjustment for 16-bit grayscale images. (#1396)
• Update the bug report template checks command. (#1397)

🌟 Contributors

A total of 1 developer contributed to this release.

Thank @CVHub520

Full Changelog: v4.0.0-beta.9...v4.0.0-beta.10

X-AnyLabeling v4.0.0-beta.9

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🚀 New Features

• Add PP-OCRv6 local OCR model support.
• Add SCRFD face estimation support. (#1393)
• Add checked-status filtering for image search. (#1394)

🐛 Bug Fixes

• Enforce TLS verification for auto-labeling model downloads.
• Avoid NumPy 2D cross product crashes when detecting line edges. (#1395)

🌟 Contributors

A total of 1 developer contributed to this release.

Thank @CVHub520

Full Changelog: v4.0.0-beta.8...v4.0.0-beta.9

X-AnyLabeling v4.0.0-beta.8

video_classifier_demo.mp4

PyPI: https://pypi.org/project/x-anylabeling-cvhub/
Baidu Cloud: https://pan.baidu.com/s/1pgaw02inCvbEgOme9ajDJA?pwd=e528

Note

Due to compatibility issues across different systems, if the precompiled version doesn’t work properly on your machine, you can try building and running it from source instead. For details, check out the official installation guide and user documentation.

🚀 New Features

• Add an AI-assisted video annotation workflow to the video classifier. (#1224,#1330)
• Add vertex eraser support for polygon and line strip annotations. (#892)
• Support temporary Space-drag panning while drawing shapes. (#1368)
• Add PaddleOCR-VL-1.6 API model support.
• Improve Chatbot vision capability detection for supported models.

🐛 Bug Fixes

• Stabilize object selection and label rendering in the label list. (#1385)
• Preserve group IDs after auto-labeling results are applied. (#1376)
• Prevent SAM2 interactive segmentation from leaking GPU VRAM during CUDA inference.
• Match auto-labeling model dropdown searches against display names. (#1379)
• Skip partially out-of-bounds OBB exports in label conversion. (#1383)
• Pass all Ultralytics training parameters while excluding internal-only X-AnyLabeling options.
• Align ONNX dependency checks with the package requirements to avoid false missing-package errors.
• Surface Anthropic model fetch errors in Chatbot and honor request timeouts.
• Restore Chatbot model refresh behavior and improve dark mode controls.

🛠️ Improvements

• Add LocateAnything grounding documentation and references. (#1382)
• Clarify Rex-Omni GPU selection behavior for the vLLM backend.
• Add bottom spacing to the progress dialog cancel button.

🌟 Contributors

A total of 4 developers contributed to this release.

Thank @GIGIGIGIbaby, @Snag9311, @shuwei Ji, @CVHub520

Full Changelog: v4.0.0-beta.7...v4.0.0-beta.8