v2.14.0
版本发布时间: 2021-06-29 22:02:09
open-mmlab/mmdetection最新发布版本:v3.3.0(2024-01-05 14:24:15)
Highlights
- Upgrade to use MMCV-full 1.3.8 to use the fix in https://github.com/open-mmlab/mmcv/pull/1120
- Add
simple_test
to dense heads to improve the consistency of single-stage and two-stage detectors - Revert the
test_mixins
to single image test to improve efficiency and readability - Add Faster R-CNN and Mask R-CNN config using multi-scale training with 3x schedule
New Features
- Support pretrained models from MoCo v2 and SwAV (#5286)
- Add Faster R-CNN and Mask R-CNN config using multi-scale training with 3x schedule (#5179, #5233)
- Add
reduction_override
in MSELoss (#5437) - Stable support of exporting DETR to ONNX with dynamic shapes and batch inference (#5168)
- Stable support of exporting PointRend to ONNX with dynamic shapes and batch inference (#5440)
Bug Fixes
- Fix size mismatch bug in
multiclass_nms
(#4980) - Fix the import path of
MultiScaleDeformableAttention
(#5338) - Fix errors in config of GCNet ResNext101 models (#5360)
- Fix Grid-RCNN error when there is no bbox result (#5357)
- Fix errors in
onnx_export
of bbox_head when setting reg_class_agnostic (#5468) - Fix type error of AutoAssign in the document (#5478)
- Fix web links ending with
.md
(#5315)
Improvements
- Add
simple_test
to dense heads to improve the consistency of single-stage and two-stage detectors (#5264) - Add support for mask diagonal flip in TTA (#5403)
- Revert the
test_mixins
to single image test to improve efficiency and readability (#5249) - Make YOLOv3 Neck more flexible (#5218)
- Refactor SSD to make it more general (#5291)
- Refactor
anchor_generator
andpoint_generator
(#5349) - Allow to configure out the
mask_head
of the HTC algorithm (#5389) - Delete deprecated warning in FPN (#5311)
- Move
model.pretrained
tomodel.backbone.init_cfg
(#5370) - Make deployment tools more friendly to use (#5280)
- Clarify installation documentation (#5316)
- Add ImageNet Pretrained Models docs (#5268)
- Add FAQ about training loss=nan solution and COCO AP or AR =-1 (# 5312, #5313)
- Change all weight links of http to https (#5328)
New Contributors
- @hasanirtiza made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5302
- @THU17cyz made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5315
- @hokmund made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5218
- @jiangwenj02 made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5357
- @Junjun2016 made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5415
- @shenyunhang made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5428
- @MaximilianOtten made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5389
- @Y-M-Y made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5479
Full Changelog: https://github.com/open-mmlab/mmdetection/compare/v2.13.0...v2.14.0