gradcam-tensorflow-2
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20 hours ago •
ismailuddin
ismailuddin
🧰 Grad-CAM implementation using TensorFlow 2.X code. Including guided Grad-CAM and counterfactuals.
🔭 Grad-CAM implemenation in TensorFlow 2.X
A TensorFlow 2.X implementation of the various uses of Grad-CAM the original paper, including counterfactual examples and guided Grad-CAM.
Usage
Notebook provided with step-by-step explanations.
Requirements
- Python 3.6 or newer
- TensorFlow 2.X
- Matplotlib
- OpenCV
References
- Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
- https://gist.github.com/RaphaelMeudec/e9a805fa82880876f8d89766f0690b54
- https://github.com/jacobgil/pytorch-grad-cam
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ismailuddin
Metadata
🧰 Grad-CAM implementation using TensorFlow 2.X code. Including guided Grad-CAM and counterfactuals.