vision
https://github.com/pytorch/vision
Python
Datasets, Transforms and Models specific to Computer Vision
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- Issues
- Fix rotated box height in sanitize_bounding_boxes
- sanitize_bounding_boxes computes the wrong height for rotated boxes
- Order rotated box corners by lowest x then lowest y so clamp_bounding_boxes does not collapse slightly tilted boxes
- clamp_bounding_boxes collapses slightly tilted rotated boxes to a point because _order_bounding_boxes_points does not pick the leftmost corner
- Fix references evaluate() crashing without a distributed process group
- v2 KeyPoints: flip and resize assume different pixel conventions
- Fix perspective_keypoints/perspective_bounding_boxes crash on float16/bfloat16
- Reduce Gaussian blur workspace and runtime for large kernels
- [RFC] Fused RoIAlign Face Embedding Extractor & Numerically Stable Angular Margin Loss (`torchvision.ops` & `torchvision.losses`)
- Optional ultrafast COCO evaluation backend in Detection reference scripts
- Docs
- Python not yet supported