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GitHub / frgfm / torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frgfm%2Ftorch-cam
Stars: 1,845
Forks: 187
Open Issues: 7
License: apache-2.0
Language: Python
Repo Size: 10.3 MB
Dependencies:
42
Created: about 4 years ago
Updated: 16 days ago
Last pushed: 24 days ago
Last synced: 15 days ago
Commit Stats
Commits: 129
Authors: 4
Mean commits per author: 32.25
Development Distribution Score: 0.271
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/frgfm/torch-cam
Topics: activation-maps, class-activation-map, cnn, deep-learning, grad-cam, gradcam, gradcam-plus-plus, interpretability, interpretable-deep-learning, python, pytorch, saliency-map, score-cam, smoothgrad
Funding links: https://github.com/sponsors/frgfm
Files
Dependencies
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/setup-python v1 composite
- JamesIves/github-pages-deploy-action 3.7.1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- webfactory/ssh-agent v0.4.1 composite
- actions/checkout v2 composite
- actions/github-script 0.3.0 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/labeler v4 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/download-artifact v2 composite
- actions/setup-python v1 composite
- actions/upload-artifact v2 composite
- codecov/codecov-action v1 composite
- frgfm/validate-python-headers main composite
- requests >=2.20.0,<3.0.0
- torchvision >=0.4.0,<1.0.0
- actions/checkout v4 composite
- actions/setup-python v5 composite
- conda-incubator/setup-miniconda v3 composite
- Pillow >=8.4.0,!=9.2.0
- matplotlib >=3.7.0,<4.0.0
- numpy >=1.17.2,<2.0.0
- torch >=2.0.0,<3.0.0