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cnn-visualization

Here are 31 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

haofanwang / Score-CAM

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

1Konny / gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

interpretable-deep-learning gradcam cnn-visualization gradcam-plus-plus

Updated Apr 23, 2019
Jupyter Notebook

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

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

fitushar / 3D-GuidedGradCAM-for-Medical-Imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

medical-imaging nifti 3d-models ctci tensorflow-examples explainable-artificial-intelligence guided-grad-cam cnn-visualization-technique explainable-ai cnn-visualization tensorflow2 3d-guided-grad-cam explainable-ai-in-medical-imaging

Updated Jul 12, 2020
Python

dudeperf3ct / DL_Notebooks

This repo contains all the notebooks mentioned in blog.

Updated Jan 26, 2020
Jupyter Notebook

fitushar / 3D-Grad-CAM

This repo contains Grad-CAM for 3D volumes.

grad-cam cnn 3d-models gcam gradient-visualization 3d-visualization-model cnn-visualization tensorflow2 tensorflow2-models 3d-grad-cam

Updated Aug 26, 2020
Jupyter Notebook

alejandrodebus / Pytorch-Utils

Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.

python cross-validation pytorch cnn-visualization

Updated May 29, 2020
Python

cyberneuron / RT-CNN-Vis

A Platform for Real Time CNN Visualization

visualization tensorflow keras cnn neural-networks cnn-visualization

Updated Feb 5, 2019
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

fastcam

LLNL / fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

demo deep-learning pytorch interpretability saliency explainable-ai xai gradcam cnn-visualization visual-explanations saliency-maps pytorch-gradcam

Updated Sep 29, 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

justinbellucci / cnn-visualizations-pytorch

Exploration of various methods to visualize layers of deep Convolutional Neural Networks using Pytorch.

deep-learning cnn pytorch cnn-visualization activation-maximization filter-visualization

Updated Oct 4, 2023
Jupyter Notebook

adhiraiyan / radnet

U-Net for biomedical image segmentation

pytorch mri-images sensitivity-analysis tensorboard-visualizations medical-image-processing u-net ct-scans cnn-visualization interpretable-network pytorch-graphs tensorboard-pytorch

Updated Jul 17, 2021
Python

vaynexie / CWOX

A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.

grad-cam lime saliency-map rise saliency explainable-ai xai cnn-visualization visual-explanations explainability mwp

Updated Jul 28, 2023
Jupyter Notebook

ActMax-Optimizer-Dev

Animadversio / ActMax-Optimizer-Dev

The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico

optimization neuroscience evolutionary-algorithms cmaes cnn-visualization activation-maximization

Updated Jan 9, 2024
Python

ML-Ising

RGivisiez / ML-Ising

Machine learning and the Ising model phase transition.

machine-learning keras nn cnn ising-model-2d phase-transition cnn-visualization ising-cnn ising-nn

Updated Dec 10, 2019
Jupyter Notebook

fortunechen / grad_cam-mxnet

Grad-CAM by MXNet

mxnet grad-cam cnn-visualization

Updated May 11, 2020
Python

ellolo / visual-keras

Visualization techiques for deep learning neural networks using Keras

machine-learning deep-neural-networks deep-learning keras grad-cam keras-visualization saliency-map saliency cnn-visualization-technique cnn-visualization smooth-grad

Updated Jun 7, 2019
Jupyter Notebook

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