mrgloom/awesome-semantic-segmentation

Suggest new papers/datasets/code

nightrome opened this issue · 6 comments

nightrome commented

Hi. Is there any way that users can suggest new papers/datasets/code for this list?

mrgloom commented

Maybe simplest way is just to post it here in this thread?

I think this list should be more organized by framework \ dataset \ technique \ subject domain , not sure simple plain list sutable for this, so any thoughts on this topic are appreciated.

Also it would be nice to turn this list to benchmark someday.

nightrome commented

I think the simple format is okay. Technique is hard to say and often mixed and subject domain is usually obvious from the title. I'll just add some here:

Annotation Tools:
https://github.com/nightrome/cocostuff#annotation-tool

Datasets:
COCO-Stuff
https://github.com/nightrome/cocostuff

Cityscapes
https://www.cityscapes-dataset.com/

PASCAL VOC
http://host.robots.ox.ac.uk/pascal/VOC/\

CamVid
http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/

NYUD
http://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html

Semantic Segmentation Code:
"Region-based semantic segmentation with end-to-end training"
https://github.com/nightrome/matconvnet-calvin

Blog posts, other:
https://docs.google.com/spreadsheets/d/1r1PNqpcNyo3E8enQdBz-zze7nMiOUd4lb890WPh7aII/edit?usp=sharing

theevann commented

Maybe add cityscape to the datasets ?
https://www.cityscapes-dataset.com/

DonaldTsang commented

@nightrome please clear the pull requests, since Semantic Segmentation is going to be popular in later years, and this repo is an ounce of gold.

nightrome commented

@DonaldTsang What do you mean? I am not the author of this repo and this is an issue, not a PR.
These were still not added:

PASCAL VOC
http://host.robots.ox.ac.uk/pascal/VOC/\

NYUD
http://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html

Semantic Segmentation Code:
"Region-based semantic segmentation with end-to-end training"
https://github.com/nightrome/matconvnet-calvin

Blog posts, other:
https://docs.google.com/spreadsheets/d/1r1PNqpcNyo3E8enQdBz-zze7nMiOUd4lb890WPh7aII/edit?usp=sharing

DonaldTsang commented

@nightrome sorry, I read that wrong. Apologies. But still, thanks for the help.
It is @mrgloom who is the owner of the repo.