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1.6k

10.6k

mit

45

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

xai pytorch grad-cam score-cam deep-learning explainable-ai explainable-ml visualizations computer-vision interpretability interpretable-ai machine-learning object-detection vision-transformers image-classification class-activation-maps interpretable-deep-learning

Created 2017-05-31

244 commits to master branch, last one about a month ago

Score-CAM haofanwang

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405

mit

6

Official implementation of Score-CAM in PyTorch

cam gradcam heatmap pytorch grad-cam saliency scorecam score-cam gradient-free explainability cnn-visualization visual-explanations class-activation-maps cnn-visualization-technique

Created 2020-04-13

51 commits to master branch, last one 2 years ago

DeepFRI flatironinstitute

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304

bsd-3-clause

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Deep functional residue identification

tensorflow deep-learning gene-ontology machine-learning protein-data-bank class-activation-maps graph-convolutional-networks

Created 2019-10-24

143 commits to master branch, last one about a year ago

COVID-CXNet armiro

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mit

7

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

keras chexnet heatmap covid-19 grad-cam chest-xray tensorflow covid-dataset deep-learning visualization classification machine-learning disease-detection coronavirus-dataset pneumonia-detection class-activation-maps medical-image-processing convolutional-neural-networks

Created 2020-03-24

333 commits to master branch, last one 6 months ago