MMDetection V2.11.0 Release

Highlights

• Support new method: Localization Distillation for Object Detection
• Support Pytorch2ONNX with batch inference and dynamic shape

New Features

• Support localization distillation for object detection (#4758)
• Support Pytorch2ONNX with batch inference and dynamic shape for Faster-RCNN and mainstream one-stage detectors (#4796)

Improvements

• Support batch inference in head of RetinaNet (#4699)
• Add batch dimension in second stage of Faster-RCNN (#4785)
• Support batch inference in bbox coder (#4721)
• Add check for ann_ids in COCODataset to ensure it is unique (#4789)
• support for showing the RPN results (#4716)
• support dynamic shape for grid_anchor (#4684)
• Support automatic statistical evaluation results and export them to EXCEL (#4693)
• Move pycocotools version check to when it is used (#4880)

Bug Fixes

• Fix a bug of TridentNet when doing the batch inference (#4717)
• Fix a bug of Pytorch2ONNX in FASF (#4735)
• Fix a bug when show the image with float type (#4732)

New Contributors

• @tangyanf made their first contribution in #4685
• @freepoet made their first contribution in #4701
• @SeongjaeHong made their first contribution in #4770
• @ShoufaChen made their first contribution in #4805
• @tczhao made their first contribution in #4836
• @HikariTJU made their first contribution in #4758
• @ppwwyyxx made their first contribution in #4880
• @hcy226 made their first contribution in #4879

Full Changelog: v2.10.0...v2.11.0