CAC VS Unsupervised-Semantic-Segmentation

Compare CAC vs Unsupervised-Semantic-Segmentation and see what are their differences.

CAC

A Clustering Based Classification Algorithm (by shivin9)
Clustering Classification contrastive-learning
Source Code
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Unsupervised-Semantic-Segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021] (by wvangansbeke)
self-supervised-learning representation-learning Clustering unsupervised-learning moco contrastive-learning semantic-segmentation pascal-voc iccv2021 iccv unsupervised-semantic-segmentation
Source Code
openaccess.thecvf.com
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CAC Unsupervised-Semantic-Segmentation
1 1
28 386
- -
1.8 1.8
over 2 years ago almost 2 years ago
Python Python
- GNU General Public License v3.0 or later
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CAC

Posts with mentions or reviews of CAC. We have used some of these posts to build our list of alternatives and similar projects.

Unsupervised-Semantic-Segmentation

Posts with mentions or reviews of Unsupervised-Semantic-Segmentation. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing CAC and Unsupervised-Semantic-Segmentation you can also consider the following projects:

prompts - ❯ Lightweight, beautiful and user-friendly interactive prompts

mmselfsup - OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

DA-RetinaNet - Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

solo-learn - solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

DiffCSE - Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

PASS - The PASS dataset: pretrained models and how to get the data

CAC vs prompts Unsupervised-Semantic-Segmentation vs mmselfsup Unsupervised-Semantic-Segmentation vs Unsupervised-Classification Unsupervised-Semantic-Segmentation vs DA-RetinaNet Unsupervised-Semantic-Segmentation vs solo-learn Unsupervised-Semantic-Segmentation vs DiffCSE Unsupervised-Semantic-Segmentation vs PASS