Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Stego	506	a year ago	32	mit	Jupyter Notebook
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
Unsupervised Semantic Segmentation	291	2 years ago	1	other	Python
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
Pixelnet	188	7 years ago	4	mit	Matlab
The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.
Picie	178	10 months ago	2	mit	Jupyter Notebook
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
Maskdistill	82	4 months ago	1	other	Python
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
Glss	31	4 years ago		mit	Python
Code for the paper 'Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search'. Accepted in ECCV2020 (Spotlight). Preprint: https://arxiv.org/abs/2006.08696
Cuts	17	6 months ago	3		Python
CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation
Dacl	16	a year ago		mit	Python
"DACL: Learning a Domain-Agnostic Contrastive Representation for Dense Prediction beyond Distribution Gap" (arXiv)
Cem Dataset	12	a year ago	2	bsd-3-clause	Jupyter Notebook
Utilities for building and using the CEM dataset for unsupervised pre-training and downstream tasks.

Alternatives To Maskdistill

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Stego ⭐ 506

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

most recent commit a year ago

Unsupervised Semantic Segmentation ⭐ 291

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

most recent commit 2 years ago

Pixelnet ⭐ 188

The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.

most recent commit 7 years ago

Picie ⭐ 178

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

most recent commit 10 months ago

Maskdistill ⭐ 82

Discovering Object Masks for Unsupervised Semantic Segmentation [2022]

most recent commit 4 months ago

Glss ⭐ 31

Code for the paper 'Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search'. Accepted in ECCV2020 (Spotlight). Preprint: https://arxiv.org/abs/2006.08696

most recent commit 4 years ago

Cuts ⭐ 17

CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation

most recent commit 6 months ago

Dacl ⭐ 16

"DACL: Learning a Domain-Agnostic Contrastive Representation for Dense Prediction beyond Distribution Gap" (arXiv)

most recent commit a year ago

Cem Dataset ⭐ 12

Utilities for building and using the CEM dataset for unsupervised pre-training and downstream tasks.

most recent commit a year ago

Suggest An Alternative To MaskDistill

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Maskdistill vs Stego

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Maskdistill vs Pixelnet

Maskdistill vs Cem Dataset

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