Implement Additional Semantic Segmentation Models - Githubissues

nagellette / sentinel_traj_nn

5 stars 0 forks source link

Implement Additional Semantic Segmentation Models #9

Open nagellette opened 4 years ago

nagellette commented 4 years ago

[x] ResUnet: https://medium.com/@nishanksingla/unet-with-resblock-for-semantic-segmentation-dd1766b4ff66
[x] D-LinkNet: https://github.com/zlkanata/DeepGlobe-Road-Extraction-Challenge/blob/master/networks/dinknet.py & https://towardsdatascience.com/understand-and-implement-resnet-50-with-tensorflow-2-0-1190b9b52691
[ ] Segnet vs. Unet
[ ] FuNet: https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwiLnsn1l6vuAhUvyoUKHQszDGQQFjAAegQIBRAC&url=https%3A%2F%2Fwww.mdpi.com%2F2220-9964%2F10%2F1%2F39%2Fpdf&usg=AOvVaw1k5uu8zg7QGzDHXm_KqFLa
[ ] ~~DeeplabV3+~~
[ ] ~~Mask R-CNN: https://ai.googleblog.com/2018/03/semantic-image-segmentation-with.html https://github.com/matterport/Mask_RCNN~~
[ ] ~~Add others~~

nagellette commented 3 years ago

ResUnet imlemented in #63 .

nagellette commented 3 years ago

Current Unet implementation looks more similar to SegNet then Unet. Verify if this is really the case and implement the missing one.