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guided-backpropagation

Here are 24 public repositories matching this topic...

utkuozbulak / pytorch-cnn-visualizations

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

kundajelab / deeplift

Public facing deeplift repo

sensitivity-analysis saliency-map interpretability guided-backpropagation interpretable-deep-learning deeplift integrated-gradients

Updated Apr 28, 2022
Python

kazuto1011 / grad-cam-pytorch

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

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

explainable-cnn

ashutosh1919 / explainable-cnn

📦 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

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

hans66hsu / nn_interpretability

Pytorch implementation of various neural network interpretability methods

pytorch deepdream saliency-map occlusion-sensitivity smoothgrad guided-backpropagation interpretable-deep-learning lrp gradient-visualization interpretable gradcam deconvnet cnn-visualization deeplift integrated-gradients activation-maximization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability

Updated Mar 8, 2022
Jupyter Notebook

Berry-Wu / Visualization

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

filter pytorch attention convolutional-neural-networks human-pose-estimation mask cam mae visaul guided-backpropagation gradcam heatmap-visualization

Updated Mar 7, 2023
Python

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++.

visualization grad-cam pytorch medical-imaging segmentation 3d 2d gcam saliency guided-backpropagation guided-grad-cam gradient-visualization gradcam cnn-visualization gradcam-plus-plus guidedgradcam

Updated Nov 17, 2020
Python

TooTouch / WhiteBox-Part1

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

machine-learning computer-vision deep-learning grad-cam mnist gradients backpropagation blackbox saliency-map cifar-10 smoothgrad guided-backpropagation interpretable-ai explainable-ai integrated-gradients evaluate-models

Updated Mar 4, 2020
Jupyter Notebook

hnguyentt / cnn-visualization-keras-tf2

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

tf2 deepdream demos keras-tensorflow guided-backpropagation guided-grad-cam gradcam cnn-visualization feature-visualization filter-visualization

Updated Mar 21, 2024
Jupyter Notebook

hnguyentt / GradCAM_and_GuidedGradCAM_tf2

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

visualization demo keras-tensorflow guided-backpropagation guided-grad-cam gradcam tensorflow2

Updated Mar 21, 2024
Jupyter Notebook

hummat / saliency

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

machine-learning deep-neural-networks deep-learning machine-learning-algorithms grad-cam pytorch deep-learning-algorithms saliency smoothgrad guided-backpropagation integrated-gradients xrai

Updated Apr 21, 2021
Jupyter Notebook

MahanFathi / UnsupervisedObjectDetection

Use your classification neural network for object detection and localization

python tensorflow neural-networks image-classification convolutional-neural-networks network-visualization vgg16 image-detection tsne guided-backpropagation tsne-plot object-localization

Updated Jan 28, 2020
Python

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.

word2vec cnn lstm rnn seq2seq rbm iit backprop guided-backpropagation theroy-reports dl-course

Updated May 30, 2018
Jupyter Notebook

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

Updated Mar 7, 2020
Python

weilinie / BackpropVis

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

tensorflow saliency-map guided-backpropagation explainable-ai neural-network-visualizations deconvolutional-network

Updated Jan 29, 2019
Python

swapnil-ahlawat / Guided-GradCAM-Keras

Implementation of Guided GradCAM in Keras

keras-tensorflow guided-backpropagation guided-grad-cam gradcam

Updated Jul 6, 2020
Jupyter Notebook

ChristianOrr / feature-attribution-methods-jax

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

grad-cam cam deconvolution guided-backpropagation guided-grad-cam xai integrated-gradients gradients-attribution gradients-x-inputs

Updated Nov 22, 2022
Jupyter Notebook

KimRass / explainable_ai

Computer vision visualization such as Grad-CAM, etc.

grad-cam guided-backpropagation deconvnet class-activation-map

Updated Dec 21, 2023
Python

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