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Update CHANGELOG.md
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jamjamjon authored Jul 12, 2024
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### Changed

- Accelerated `YOLO`'s post-processing using `Rayon`. Now, `YOLOv8-seg` takes only around **8ms**, depending on your machine. Note that this repo's implementation of YOLO-Seg saves not only the masks but also their contour points. The official YOLOv8 Python version only saves the masks, making it appear much faster.
- Merged all YOLOv8-related solution models into YOLO examples.
- Consolidated all YOLO-series model examples into the YOLO example.
- Accelerated `YOLO`'s post-processing using `Rayon`. Now, `YOLOv8-seg` takes only around **~8ms (~20ms in the previous version)**, depending on your machine. Note that this repo's implementation of `YOLOv8-Segment` saves not only the masks but also their contour points. The official `YOLOv8` Python version only saves the masks, making it appear much faster.
- Merged all `YOLOv8-related` solution models into YOLO examples.
- Consolidated all `YOLO-series` model examples into the YOLO example.
- Refactored the `YOLO` struct to unify all `YOLO versions` and `YOLO tasks`. It now supports user-defined YOLO models with different `Preds Tensor Formats`.
- Introduced a new `Nms` trait, combining `apply_bboxes_nms()` and `apply_mbrs_nms()` into `apply_nms()`.

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- Added support for `YOLOv6` and `YOLOv7`.
- Updated documentation for `y.rs`.
- Updated documentation for `bbox.rs`.
- Updated the README.md.
- Updated the `README.md`.
- Added `with_yolo_preds()` to `Options`.
- Added support for `Depth-Anything-v2`.
- Added `RTDETR` to the `YOLOVersion` struct.
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