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Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation

Home Page: https://github.com/shenyunhang/JTSM/tree/JTSM/projects/WSL

License: Apache License 2.0

Python 91.35% Shell 0.39% C++ 3.75% Cuda 4.45% Dockerfile 0.05% CMake 0.02%
instance-segmentation object-detection panoptic-segmentation weakly-supervised-learning weakly-supervised-object-detection weakly-supervised-segmentation

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alexander-kirillov avatar arutyunovg avatar ashnair1 avatar bowenc0221 avatar bryant1410 avatar chenbohua3 avatar hgaspar avatar jonmorton avatar jss367 avatar kondela avatar lyttonhao avatar marcszafraniec avatar maxfrei750 avatar mrparosk avatar obendidi avatar patricklabatut avatar ppwwyyxx avatar rajprateek avatar raymondcm avatar rbgirshick avatar sampepose avatar shenyunhang avatar superirabbit avatar theschnitz avatar tkhe avatar vkhalidov avatar wangg12 avatar wat3rbro avatar xmyqsh avatar zhiqwang avatar

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mrk1992 sunwanchun luyao-cv

jtsm's Issues

About voc_2012_val_instance.json

Hi, I am interested in your project.
I ran into some problems:

  1. following README.md
python3 projects/WSL/tools/proposal_convert.py voc_2012_val_instance datasets/proposals/MCG-Pascal-Segmentation_trainvaltest_2012-proposals datasets/proposals/mcg_voc_2012_val_instance_segmentation_d2

I get error FileNotFoundError: [Errno 2] No such file or directory: 'datasets/VOC_SBD/annotations/voc_2012_val_instance.json'
Also, there are only voc_2012_val_panoptic.json, voc_2012_train_panoptic.json, sbd_9118_panoptic.json, three files in datasets/VOC_SBD/annotations/ folder.
Am i missing something?

  1. Is proposal_generator use in Panoptic Segmentation? Or use the precomputed_proposal (MCG?)

  2. Is roi_heads for instance segmentation and sem_seg_head for semanctic segmentation?
    If I want to perform instance segmentation, I just need to remove the sem_seg_head?

Thank you for your help!

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