score-cam · GitHub Topics

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

翻译 - 在Pytorch中为CNN和视觉变压器实现了许多类激活图方法。包括Grad-CAM，Grad-CAM ++，Score-CAM，Ablation-CAM和XGrad-CAM

深度学习 PyTorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification 机器学习 object-detection 机器视觉 explainable-ml

Python 11.25 k

2 个月前

frgfm / torch-cam

#计算机科学#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)

PyTorch Python 深度学习 cnn gradcam saliency-map interpretability interpretable-deep-learning score-cam grad-cam

Python 2.13 k

3 天前

haofanwang / Score-CAM

Official implementation of Score-CAM in PyTorch

score-cam cam saliency PyTorch explainability class-activation-maps heatmap grad-cam gradcam

Python 413

3 年前

keisen / tf-keras-vis

#计算机科学#Neural network visualization toolkit for tf.keras

可视化 Keras saliency Tensorflow score-cam grad-cam gradcam explainability explainable-ai explainable-ml 深度学习 Python xai xai-library

Python 322

1 天前

lucasdavid / keras-explainable

#计算机科学#Efficient explaining AI algorithms for Keras models

机器学习 explainable-ai Tensorflow 机器视觉深度学习 explainable-ml grad-cam score-cam xai

Python 16

2 年前

tetutaro / class_activation_mapping

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

grad-cam score-cam

Jupyter Notebook 5

2 年前

KentaItakura / Explainable-AI-interpreting-the-classification-using-score-CAM

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.

score-cam heatmap MATLAB cam saliency gradcam explainability

MATLAB 4

3 年前