v2.13.0
版本发布时间: 2021-06-01 20:11:59
open-mmlab/mmdetection最新发布版本:v3.3.0(2024-01-05 14:24:15)
Highlights
- Support new methods: CenterNet, Seesaw Loss, MobileNetV2
New Features
- Support paper Objects as Points (#4602)
- Support paper Seesaw Loss for Long-Tailed Instance Segmentation (CVPR 2021) (#5128)
- Support MobileNetV2 backbone and inverted residual block (#5122)
- Support MIM (#5143)
- ONNX exportation with dynamic shapes of CornerNet (#5136)
- Add
mask_softconfig option to allow non-binary masks (#4615) - Add PWC metafile (#5135)
Bug Fixes
- Fix YOLOv3 FP16 training error (#5172)
- Fix Cascade R-CNN TTA test error when
det_bboxeslength is 0 (#5221) - Fix
iou_thrvariable naming errors in VOC recall calculation function (#5195) - Fix Faster R-CNN performance dropped in ONNX Runtime (#5197)
- Fix DETR dict changed error when using python 3.8 during iteration (#5226)
Improvements
- Refactor ONNX export of two-stage detector (#5205)
- Replace MMDetection's EvalHook with MMCV's EvalHook for consistency (#4806)
- Update RoI extractor for ONNX (#5194)
- Use better parameter initialization in YOLOv3 head for higher performance (#5181)
- Release new DCN models of Mask R-CNN by mixed-precision training (#5201)
- Update YOLOv3 model weights (#5229)
- Add DetectoRS ResNet-101 model weights (#4960)
- Discard boxes with sizes equals to
min_bbox_size(#5011) - Remove duplicated code in DETR head (#5129)
- Remove unnecessary object in the class definition (#5180)
New Contributors
- @namihagi made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5121
- @zlx-6 made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5129
- @haofanwang made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5147
- @ijjustinKim made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5163
- @liuhuiCNN made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5192
- @SemyonBevzuk made their first contribution in https://github.com/open-mmlab/mmdetection/pull/5197
Full Changelog: https://github.com/open-mmlab/mmdetection/compare/v2.12.0...v2.13.0