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1.6k

11.5k

mit

44

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

253 commits to master branch, last one 14 days ago

Score-CAM haofanwang

66

419

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

83

318

bsd-3-clause

9

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 2 years ago

COVID-CXNet armiro

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65

mit

6

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 11 months ago

Finer-CAM Imageomics

3

32

apache-2.0

3

This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25]

xai saliency-maps explainable-ai visualizations computer-vision vision-transformers class-activation-maps fine-grained-classification

Created 2025-01-21

21 commits to main branch, last one about a month ago