jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Pythonmachine-learningcomputer-visiondeep-learninggrad-campytorchimage-classificationobject-detectionvisualizationsinterpretabilityclass-activation-mapsinterpretable-deep-learninginterpretable-aiexplainable-aiexplainable-mlxaiscore-camvision-transformers
This is stars and forks stats for /jacobgil/pytorch-grad-cam repository. As of 02 May, 2024 this repository has 8207 stars and 1357 forks.

Advanced AI explainability for PyTorch pip install grad-cam Documentation with advanced tutorials: https://jacobgil.github.io/pytorch-gradcam-book This is a package with state of the art methods for Explainable AI for computer vision. This can be used for diagnosing model predictions, either in production or while developing models. The aim is also to serve as a benchmark of algorithms and metrics for research of new explainability methods. ⭐ Comprehensive collection of Pixel Attribution methods...
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