grad-cam

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jacobgil / pytorch-grad-cam

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

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

Updated Dec 17, 2024
Python

utkuozbulak / pytorch-cnn-visualizations

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Pytorch implementation of convolutional neural network visualization techniques

grad-cam pytorch segmentation gradient cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

Updated Oct 10, 2022
Python

frgfm / torch-cam

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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 deep-learning grad-cam cnn pytorch saliency-map interpretability smoothgrad interpretable-deep-learning gradcam activation-maps class-activation-map gradcam-plus-plus score-cam

Updated Dec 20, 2024
Python

ramprs / grad-cam

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[ICCV 2017] Torch code for Grad-CAM

deep-learning heatmap grad-cam convolutional-neural-networks interpretability iccv17 visual-explanation

Updated Sep 17, 2022
Lua

kazuto1011 / grad-cam-pytorch

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PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

visualization grad-cam pytorch occlusion-sensitivity guided-backpropagation deconvnet

Updated Jan 21, 2020
Python

yizt / Grad-CAM.pytorch

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pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

grad-cam cam guided-backpropagation model-interpretability faster-r-cnn-grad-cam retinanet-grad-cam

Updated Jan 13, 2021
Python

jacobgil / keras-grad-cam

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An implementation of Grad-CAM with keras

visualization deep-learning keras grad-cam

Updated Apr 8, 2019
Python

haofanwang / Score-CAM

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Official implementation of Score-CAM in PyTorch

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

Updated Aug 6, 2022
Python

keisen / tf-keras-vis

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Neural network visualization toolkit for tf.keras

visualization python deep-learning tensorflow keras grad-cam keras-visualization saliency explainable-ai explainable-ml xai gradcam gradcam-plus-plus keras-vis explainability xai-library saliency-maps activation-maximization score-cam

Updated Mar 25, 2024
Python

insikk / Grad-CAM-tensorflow

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tensorflow implementation of Grad-CAM (CNN visualization)

visualization grad-cam machinelearning resnet convolutional-neural-networks vgg16 tesnorflow gradcam

Updated May 25, 2018
Jupyter Notebook

adityac94 / Grad_CAM_plus_plus

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A generalized gradient-based CNN visualization technique

deep-learning tensorflow grad-cam cnn convolutional-neural-networks explainable-artificial-intelligence cnn-visualization-technique

Updated Apr 17, 2019
Python

Ankush96 / grad-cam.tensorflow

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Implementation of Grad CAM in tensorflow

visualization tensorflow grad-cam

Updated Aug 9, 2022
Python

PaddlePaddle / InterpretDL

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InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

grad-cam convolutional-neural-networks visualizations lime paddlepaddle model-interpretation nlp-models smoothgrad explanations vision-transformer interpretation-algorithms

Updated Sep 4, 2024
Python

ashutosh1919 / explainable-cnn

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📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

Updated Aug 29, 2023
Python

conan7882 / CNN-Visualization

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TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

visualization computer-vision deep-learning grad-cam cnn class-activation-maps tensorfl guided-backpropagation

Updated Sep 12, 2018
Python

PINTO0309 / Keras-OneClassAnomalyDetection

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[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.