utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Language: Python - Size: 7.66 MB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 8,019 - Forks: 1,497

ashutosh1919/explainable-cnn

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

Language: Python - Size: 3.99 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 229 - Forks: 34

kazuto1011/grad-cam-pytorch

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

Language: Python - Size: 42.6 MB - Last synced at: 10 days ago - Pushed at: over 5 years ago - Stars: 795 - Forks: 168

TooTouch/WhiteBox-Part1

In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

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kundajelab/deeplift

Public facing deeplift repo

Language: Python - Size: 10.7 MB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 852 - Forks: 168

hummat/saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

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ChristianOrr/feature-attribution-methods-jax

Suite of methods that create attribution maps from image classification models.

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yizt/Grad-CAM.pytorch

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...

Language: Python - Size: 2.25 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 695 - Forks: 165

hans66hsu/nn_interpretability

Pytorch implementation of various neural network interpretability methods

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Jasonlee1995/guided_backpropagation

Unofficial Pytorch implementation of guided backpropagation

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hnguyentt/GradCAM_and_GuidedGradCAM_tf2

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

Language: Jupyter Notebook - Size: 116 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 5

Berry-Wu/Visualization

visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro

Language: Python - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 52 - Forks: 4

justinliu23/covid19-diagnosis

AI for COVID-19

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swapnil-ahlawat/Guided-GradCAM-Keras

Implementation of Guided GradCAM in Keras

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conan7882/CNN-Visualization

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

Language: Python - Size: 27 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 197 - Forks: 43

daniel-rychlewski/Cao-Keras-Visualization

Neural network visualization tool after an optional model compression with parameter pruning: (integrated) gradients, guided/visual backpropagation, activation maps for the cao model on the IndianPines dataset

Language: Python - Size: 39 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 3

hnguyentt/cnn-visualization-keras-tf2

Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream

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SGLKhanhChung/XAI-menthod-Guided-Backpropagation

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Karol-G/Gcam 📦

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

Language: Python - Size: 90.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 5

KimRass/explainable_ai

Computer vision visualization such as Grad-CAM, etc.

Language: Python - Size: 73.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

susannapaoli/network-visualization-and-style-transfer

Model visualization and style transfer

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NiteshMethani/Deep-Learning-CS7015

This repository contains all my theroy reports, written assignments and programming code that I wrote/referrd for the DL course at IIT,Madras taught my advisor Prof.Mitesh Khapra.

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weilinie/BackpropVis

Part of the experiments in "A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations"

Language: Python - Size: 775 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

MahanFathi/UnsupervisedObjectDetection

Use your classification neural network for object detection and localization

Language: Python - Size: 38.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 2