MMSegmentation v0.20.0 Release

Highlights

• Support Twins (#989)
• Support a real-time segmentation model STDC (#995)
• Support a widely-used segmentation model in lane detection ERFNet (#960)
• Support A Remote Sensing Land-Cover Dataset LoveDA (#1028)
• Support focal loss (#1024)

New Features

• Support Twins (#989)
• Support a real-time segmentation model STDC (#995)
• Support a widely-used segmentation model in lane detection ERFNet (#960)
• Add SETR cityscapes benchmark (#1087)
• Add BiSeNetV1 COCO-Stuff 164k benchmark (#1019)
• Support focal loss (#1024)
• Add Cutout transform (#1022)

Improvements

• Set a random seed when the user does not set a seed (#1039)
• Add CircleCI setup (#1086)
• Skip CI on ignoring given paths (#1078)
• Add abstract and image for every paper (#1060)
• Create a symbolic link on windows (#1090)
• Support video demo using trained model (#1014)

Bug Fixes

• Fix incorrectly loading init_cfg or pretrained models of several transformer models (#999, #1069, #1102)
• Fix EfficientMultiheadAttention in SegFormer (#1003)
• Remove fp16 folder in configs (#1031)
• Fix several typos in .yml file (Dice Metric #1041, ADE20K dataset #1120, Training Memory (GB) #1083)
• Fix test error when using --show-dir (#1091)
• Fix dist training infinite waiting issue (#1035)
• Change the upper version of mmcv to 1.5.0 (#1096)
• Fix symlink failure on Windows (#1038)
• Cancel previous runs that are not completed (#1118)
• Unified links of readthedocs in docs (#1119)

Contributors

• @Junjue-Wang made their first contribution in #1028
• @ddebby made their first contribution in #1066
• @del-zhenwu made their first contribution in #1078
• @KangBK0120 made their first contribution in #1106
• @zergzzlun made their first contribution in #1091
• @fingertap made their first contribution in #1035
• @irvingzhang0512 made their first contribution in #1014
• @littleSunlxy made their first contribution in #989
• @lkm2835
• @RockeyCoss
• @MengzhangLI
• @Junjun2016
• @xiexinch
• @xvjiarui