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Roadmap of MMSegmentation

Open hellock opened this issue 5 years ago • 43 comments

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

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  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)

  • [x] ResNeSt. (#47)
  • [x] Semantic FPN. (#35)
  • [x] PointRend. (#35)
  • [x] FastSCNN. (#58)
  • [x] DNL. (#37)
  • [x] ONNX export. (#12)

hellock avatar Jul 13 '20 13:07 hellock

  • [x] fp16 in #18

xvjiarui avatar Jul 15 '20 06:07 xvjiarui

albumentation in #29

xvjiarui avatar Jul 24 '20 09:07 xvjiarui

MobileNet v3 backbone support please！

zjupx avatar Jul 28 '20 11:07 zjupx

Add U-net please！

VincentZ-2020 avatar Jul 31 '20 02:07 VincentZ-2020

nnU-net support please！

zhongqiu1245 avatar Aug 05 '20 08:08 zhongqiu1245

tensorboard support please!

xungeer29 avatar Aug 10 '20 07:08 xungeer29

tensorboard support please!

You may uncomment this line to enable tensorboard.

xvjiarui avatar Aug 10 '20 12:08 xvjiarui

Gans for segment

JoyLuo avatar Aug 11 '20 05:08 JoyLuo

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.

advaza avatar Aug 17 '20 09:08 advaza

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

sandylaker avatar Aug 17 '20 20:08 sandylaker

MobileNet v3 backbone support please！

Supporting...

johnzja avatar Aug 23 '20 07:08 johnzja

support EfficientFCN

hhaAndroid avatar Aug 24 '20 08:08 hhaAndroid

dice loss， focal loss

JoyLuo avatar Aug 28 '20 08:08 JoyLuo

please add Res2net，thank you，

caodroid avatar Sep 03 '20 02:09 caodroid

please add Panoptic-DeepLab and segfix, thank you

jianlong-yuan avatar Sep 03 '20 07:09 jianlong-yuan

https://github.com/PingoLH/FCHarDNet please!

huang45 avatar Sep 22 '20 02:09 huang45

and Bisenetv2, thank you~

huang45 avatar Sep 22 '20 02:09 huang45

Lovasz hinge loss and Lovasz softmax loss suport please， thank you.

Hr-Song avatar Sep 24 '20 02:09 Hr-Song

Multi-scale attention https://github.com/NVIDIA/semantic-segmentation, thank you!

ywwwer avatar Oct 07 '20 21:10 ywwwer

HighRes2DNet(2D version of HighRes3DNet) support please!

zhongqiu1245 avatar Oct 10 '20 15:10 zhongqiu1245

support CaNet please，thank you！ https://github.com/icoz69/CaNet?utm_source=wechat_session&utm_medium=social&utm_oi=980147122032807936

zhongqiu1245 avatar Oct 12 '20 01:10 zhongqiu1245

hope the Xception will be supported in backbones, thank you https://arxiv.org/pdf/1610.02357.pdf

caodroid avatar Oct 16 '20 13:10 caodroid

support COCO Dataset, please. Thank you.

9p15p avatar Nov 03 '20 12:11 9p15p

Support Mapillary Vistas Dataset ,thank you.

JPLAY0 avatar Nov 18 '20 02:11 JPLAY0

Support Dice Loss, Generalized Dice Loss, Focal Loss & Tversky Loss please! Thank you!

zhongqiu1245 avatar Nov 21 '20 08:11 zhongqiu1245

Make it easy to use mixed loss

NickChang97 avatar Dec 14 '20 04:12 NickChang97

please support for temporal structure

lucci17 avatar Jan 04 '21 07:01 lucci17

DenseASPP plz，thank you

caodroid avatar Jan 27 '21 15:01 caodroid

Support CamVid Dataset ,thank you.

JPLAY0 avatar Apr 06 '21 02:04 JPLAY0

Xception backbone support please！

jfzhuang avatar Apr 09 '21 06:04 jfzhuang