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GitHub / jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobgil%2Fpytorch-grad-cam
Stars: 9,437
Forks: 1,478
Open Issues: 130
License: mit
Language: Python
Repo Size: 108 MB
Dependencies:
9
Created: almost 7 years ago
Updated: 3 days ago
Last pushed: about 1 month ago
Last synced: 3 days ago
Commit Stats
Commits: 194
Authors: 31
Mean commits per author: 6.26
Development Distribution Score: 0.232
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/jacobgil/pytorch-grad-cam
Topics: class-activation-maps, computer-vision, deep-learning, explainable-ai, explainable-ml, grad-cam, image-classification, interpretability, interpretable-ai, interpretable-deep-learning, machine-learning, object-detection, pytorch, score-cam, vision-transformers, visualizations, xai
Files
Dependencies
- Pillow *
- numpy *
- opencv-python *
- torch >=1.7.1
- torchvision >=0.8.2
- tqdm *
- ttach *
- actions/checkout v2 composite
- actions/setup-python v2 composite