Roadmap of MMSegmentation

[hellock]

We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.

You can either:

1. Suggest a new feature by leaving a comment.
2. Vote for a feature request with 👍 or be against with 👎. (Remember that developers are busy and cannot respond to all feature requests, so vote for your most favorable one!)
3. Tell us that you would like to help implement one of the features in the list or review the PRs. (This is the greatest things to hear about!)

V0.6 (August)

• ResNeSt. (Support ResNeSt backbone #47)
• Semantic FPN. (Add Semantic FPN and PointRend #35)
• PointRend. (Add Semantic FPN and PointRend #35)
• FastSCNN. (Fast-SCNN implemented #58)
• DNL. (Add "disentangled non-local (DNL) neural networks" [ECCV2020] #37)
• ONNX export. (add pytorch2onnx part #12)

[xvjiarui]

• fp16 in support for fp16 training #18

[xvjiarui]

albumentation in #29

[zjupx]

MobileNet v3 backbone support please！

[VincentZ-2020]

Add U-net please！

[zhongqiu1245]

nnU-net support please！

[xungeer29]

tensorboard support please!

[xvjiarui]

tensorboard support please!

You may uncomment this line to enable tensorboard.

[JoyLuo]

Gans for segment

[advaza]

Is there a way to view segmentation results throughout training (like evaluation hook but with visualisation of possibly unlabelled dataset)?
E.g. Tensorboard image writer.

[sandylaker]

UNet, UNet++, and installation on OS X.