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score-cam

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

Python
11507
13 天前
frgfm/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Python
2172
2 天前

PyTorch implementation of various CAM (Class Activation Mapping) models using TorchVision pre-trained CNN Classifiers.

Jupyter Notebook
5
2 年前

This repo shows a MATLAB implementation of score-CAM (Wang et al., CVPR workshop, 2020). This method is the first gradient-free CAM-based visualization method for explaining CNN decision.

MATLAB
4
3 年前

Repository containing code to run Score-CAM algorithm available on https://arxiv.org/pdf/1910.01279v1.pdf.

Jupyter Notebook
2
2 年前

Keras implementation of Augmented Score-CAM

Python
1
3 年前

Visualizing 3D ResNet for Medical Image Classification With Score-CAM

Jupyter Notebook
0
1 年前

Advanced AI Explainability for computer vision.All the non Gradient Methods.

Jupyter Notebook
0
6 个月前

X-Brain: Explainable Automated Recognition of Brain Tumors using Robust Deep Attention CNN

Jupyter Notebook
0
6 个月前