7 Commits

Author	SHA1	Message	Date
谢昕辰	dd47cef801	[Feature] Support PIDNet (#2609) ... ## Motivation Support SOTA real-time semantic segmentation method in [Paper with code](https://paperswithcode.com/task/real-time-semantic-segmentation) Paper: https://arxiv.org/pdf/2206.02066.pdf Official repo: https://github.com/XuJiacong/PIDNet ## Current results **Cityscapes** |Model|Ref mIoU|mIoU (ours)| |---|---|---| |PIDNet-S|78.8|78.74| |PIDNet-M|79.9|80.22| |PIDNet-L|80.9|80.89| ## TODO - [x] Support inference with official weights - [x] Support training on Cityscapes - [x] Update docstring - [x] Add unit test	2023-03-15 14:55:30 +08:00
MengzhangLI	ee7f340dff	[Feature] Support Tversky Loss in dev-1.x branch (#2000)	2022-08-31 10:58:21 +08:00
Rockey	07cd6c98e0	[Feature] Add focal loss (#1024) ... * [Feature] add focal loss * fix the bug of 'non' reduction type * refine the implementation * add class_weight and ignore_index; support different alpha values for different classes * fixed some bugs * fix bugs * add comments * modify test * Update mmseg/models/losses/focal_loss.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn> * update test_focal_loss.py * modified the implementation * Update mmseg/models/losses/focal_loss.py Co-authored-by: Jerry Jiarui XU <xvjiarui0826@gmail.com> * update focal_loss.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn> Co-authored-by: Jerry Jiarui XU <xvjiarui0826@gmail.com>	2021-12-03 00:18:40 -08:00
Junjun2016	2fe0bddf5e	[Dcos] Add header for files (#796) ... * Add header for files * Delete header in config files	2021-08-16 23:16:55 -07:00
谢昕辰	a3b523e3fd	dice loss (#396) ... * dice loss * format code, add docstring and calculate denominator without valid_mask * minor change * restore	2021-03-10 18:32:37 -08:00
yamengxi	c8bbd3fa95	[New Feature]add lovasz loss (#351) ... * add lovasz loss * Modify as comments * Modify paper url * add unittest and remove Var * impove unittest	2021-01-18 19:05:30 -08:00
Jiarui XU	b2724da80b	init commit	2020-07-10 02:39:01 +08:00