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jacobgil / pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
https://jacobgil.github.io/pytorch-gradcam-book
MIT License
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benchmarking #368

Open fawazsammani opened 1 year ago

fawazsammani commented 1 year ago

some scores on different cams (averaged over random 1K images from imagenet val). Insertion (higher is better) and Deletion (lower is better) are metrics that were proposed in the RISE paper. I used ResNet-50 as the model

benchmarking

Nexer8 commented 1 year ago

@fawazsammani cool work! Could you also test the HiResCAM?

jacobgil commented 1 year ago

Awesome!!!