MMDetection V2.10.0 Release

Highlights

• Support new methods: FPG
• Support ONNX2TensorRT for SSD, FSAF, FCOS, YOLOv3, and Faster R-CNN.

New Features

• Support ONNX2TensorRT for SSD, FSAF, FCOS, YOLOv3, and Faster R-CNN (#4569)
• Support Feature Pyramid Grids (FPG) (#4645)
• Support video demo (#4420)
• Add seed option for sampler (#4665)
• Support to customize type of runner (#4570, #4669)
• Support synchronizing BN buffer in EvalHook (#4582)
• Add script for GIF demo (#4573)

Bug Fixes

• Fix ConfigDict AttributeError and add Colab link (#4643)
• Avoid crash in empty gt training of GFL head (#4631)
• Fix iou_thrs bug in RPN evaluation (#4581)
• Fix syntax error of config when upgrading model version (#4584)

Improvements

• Refactor unit test file structures (#4600)
• Refactor nms config (#4636)
• Get loading pipeline by checking the class directly rather than through config strings (#4619)
• Add doctests for mask target generation and mask structures (#4614)
• Use deep copy when copying pipeline arguments (#4621)
• Update documentations (#4642, #4650, #4620, #4630)
• Remove redundant code calling import_modules_from_strings (#4601)
• Clean deprecated FP16 API (#4571)
• Check whether CLASSES is correctly initialized in the intialization of XMLDataset (#4555)
• Support batch inference in the inference API (#4462, #4526)
• Clean deprecated warning and fix 'meta' error (#4695)

New Contributors

• @CescMessi made their first contribution in #4584
• @dave-andersen made their first contribution in #4462
• @sleepfin made their first contribution in #4581
• @YimianDai made their first contribution in #4620
• @lml131 made their first contribution in #4192
• @steven0129 made their first contribution in #4420

Full Changelog: v2.9.0...v2.10.0