MMSegmentation v1.0.0rc6 Release
Pre-release
Pre-release
v1.0.0rc6(03/03/2023)
Highlights
>>> from mmseg.apis import MMSegInferencer
>>> # Initialize an inference
>>> inferencer = MMSegInferencer(model='deeplabv3plus_r18-d8_4xb2-80k_cityscapes-512x1024')
>>> # Inference
>>> inferencer('demo/demo.png', show=True)
>>> # Get all models in MMSegmentation
>>> models = MMSegInferencer.list_models('mmseg')
- Support REFUGE dataset (#2554)
Features
- Add browse_dataset.py script in
mmsegmentation/tools/
(#2649) - Support auto import modules from registry (#2481)
- Replace numpy ascontiguousarray with torch contiguous to speed-up (#2604)
Bug fix
- Rename and Fix bug of projects HieraSeg (#2565)
- Add out_channels in
CascadeEncoderDecoder
and update OCRNet and MobileNet v2 results (#2656)
Documentation
- Add dataflow documentation of Chinese version (#2652)
- Add customized runtime documentation of English version (#2533)
- Add documentation for visualizing feature map using wandb backend (#2557)
- Add documentation for benchmark results on NPU (HUAWEI Ascend) (#2569, #2596, #2610)
- Fix API name error in the migration doc (#2601)
- Refine projects documentation (#2586)
- Refine MMSegmentation documentation (#2668, #2659)
New Contributors
- @zccjjj made their first contribution in #2548
- @liuruiqiang made their first contribution in #2554
- @wangjiangben-hw made their first contribution in #2569
- @jinxianwei made their first contribution in #2557