My Keras implementation: https://github.com/jacobgil/keras-grad-cam This uses VGG19 from torchvision. It will be downloaded when used for the first time. The code can be modified to work with any model. However the VGG models in torchvision have features/classifier methods for the convolution...
.github examples pytorch_grad_cam feature_factorization metrics utils __init__.py find_layers.py image.py model_targets.py reshape_transforms.py svd_on_activations.py __init__.py ablation_cam.py ablation_cam_multilayer.py ablation_layer.py activations_and_gradients.py base_cam.py eigen_cam...
@misc{jacobgilpytorchcam, title={PyTorch library for CAM methods}, author={Jacob Gildenblat and contributors}, year={2021}, publisher={GitHub}, howpublished={\url{https://github.com/jacobgil/pytorch-grad-cam}}, } References https://arxiv.org/abs/1610.02391 Grad-CAM: Visual Explanations fro...
.github examples pytorch_grad_cam tests tutorials Class Activation Maps for Object Detection With Faster RCNN.ipynb Class Activation Maps for Semantic Segmentation.ipynb EigenCAM for YOLO5.ipynb Pixel Attribution for embeddings.ipynb vision_transformers.md usage_examples .gitattributes .gitignore LICENSE ...
The paper authors torch implementation:https://github.com/ramprs/grad-cam My Keras implementation:https://github.com/jacobgil/keras-grad-cam This uses VGG19 from torchvision. It will be downloaded when used for the first time. The code can be modified to work with any model. However the ...
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...
My Keras implementation:https://github.com/jacobgil/keras-grad-cam This uses VGG19 from torchvision. It will be downloaded when used for the first time. The code can be modified to work with any model. However the VGG models in torchvision have features/classifier methods for the convolutional...
//github.com/jacobgil/pytorch-grad-cam', project_urls={ 'Bug Tracker': 'https://github.com/jacobgil/pytorch-grad-cam/issues', }, classifiers=[ 'Programming Language :: Python :: 3', 'License :: OSI Approved :: MIT License', 'Operating System :: OS Independent', ], packages=...
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more. - tests · jacobgil/pytorch-grad-cam@a6f7d2a
The paper authors torch implementation: https://github.com/ramprs/grad-cam My Keras implementation: https://github.com/jacobgil/keras-grad-cam This uses VGG19 from torchvision. It will be downloaded when used for the first time. The code can be modified to work with any model. However the...