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X-AnyLabeling v4.0.0-beta.5

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@CVHub520 CVHub520 released this 26 Apr 13:32
· 167 commits to main since this release
v4.0.0-beta.5
4487643
GeCo2-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 client-side SAM 3 ONNX support for text-grounded segmentation. (#1232)
  • Add HEIC and HEIF image loading support.
  • Add configurable Qt image allocation limit via --qt-image-allocation-limit flag.

🐛 Bug Fixes

  • Replace eval with ast.literal_eval in label dialog to prevent arbitrary code injection.
  • Scope SSL verification bypass to model downloads only to avoid unintended side effects.
  • Avoid shared mutable defaults in shape and label dialogs.
  • Guard loaded_model_config reads and writes with a lock to prevent race condition.
  • Connect QThread finished to deleteLater in model manager to prevent use-after-free.
  • Load an independent config copy in fetch_models_async to eliminate shared-dict race with main thread.
  • Move non-video batch inference loop to QThread to prevent UI freeze.
  • Call quit() on pre_inference_thread in GroundingSAM2 unload to actually stop the thread.
  • Disconnect scan_finished signal before EXIF cleanup to prevent a stale signal from killing a new scan.
  • Launch Ultralytics training via a stable worker subprocess. (#1354)
  • Return (None, None) from imread_unicode when imdecode fails on corrupt images.
  • Guard VOC XML size and object name element lookups against missing elements.
  • Correct "diccicult" typo to "difficult" in MOT export shape lookup.
  • Guard all classes.index calls against unknown labels to prevent ValueError.
  • Unpack shape in canvas label-text loop to fix stale variable reference in paintEvent.
  • Guard shapes_backups access in mouseReleaseEvent against empty list and out-of-range index.
  • Guard scale_fit_window and scale_fit_width against zero pixmap or widget dimensions.
  • Replace textChanged disconnect/connect with QSignalBlocker to prevent TypeError on first load.
  • Raise on download failure in get_model_abs_path instead of silently returning None.
  • Remove always-false membership loop in provider config handling.
  • Clear stale PPOCR output files before each export run to prevent data accumulation.
  • Log unhandled settings keys instead of silently ignoring them.
  • Log skipped files in async EXIF scan instead of silently swallowing exceptions.
  • Correct remote server debug log to use current_model_id and fix parameters typo.

🛠️ Improvements

  • Speed up canvas fill_drawing path by replacing deepcopy with a shallow copy.
  • Avoid redundant base64 decode-encode round-trip in LabelFile.load.
  • Speed up temporary video handling by using shutil.copy2 instead of a full in-memory read.
  • Add GeCo2 counting example and usage documentation. (#1293)
  • Add troubleshooting tip for SOCKS proxy error in the Chatbot FAQ.
  • Harden PyInstaller executable build script and normalize repository line endings.

🌟 Contributors

A total of 2 developers contributed to this release.

Thank @CVHub520, @fhong-jpg

Full Changelog: v4.0.0-beta.4...v4.0.0-beta.5

Contributors

fhong-jpg and CVHub520
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