cnn-visualization

There are 3 repositories under cnn-visualization topic.

utkuozbulak / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
cam cnn-visualization deep-dream grad-cam gradient gradient-visualization guided-backpropagation guided-grad-cam pytorch saliency segmentation smooth-grad
Language:Python 7729
haofanwang / Score-CAM
Official implementation of Score-CAM in PyTorch
score-cam cam cnn-visualization-technique saliency cnn-visualization pytorch visual-explanations explainability class-activation-maps gradient-free heatmap scorecam grad-cam gradcam
Language:Python 385
1Konny / gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
gradcam gradcam-plus-plus cnn-visualization interpretable-deep-learning
Language:Jupyter Notebook 343
explainable-cnn
ashutosh1919 / explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam pytorch pytorch-implementation
Language:Python 213
hans66hsu / nn_interpretability
Pytorch implementation of various neural network interpretability methods
pytorch lrp cnn-visualization interpretable-deep-learning interpretable saliency-map deepdream guided-backpropagation integrated-gradients smoothgrad activation-maximization deconvnet occlusion-sensitivity deeplift gradcam gradient-visualization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability
Language:Jupyter Notebook 105
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.
guided-grad-cam 3d-guided-grad-cam tensorflow-examples 3d-models cnn-visualization cnn-visualization-technique nifti ctci tensorflow2 medical-imaging explainable-ai explainable-artificial-intelligence explainable-ai-in-medical-imaging
Language:Python 91
dudeperf3ct / DL_Notebooks
This repo contains all the notebooks mentioned in blog.
mlp cnn deep-learning keras-tutorials pytorch-tutorials fastai-tutorials tensorflow-tutorials transfer-learning style-transfer object-detection cnn-visualization char-rnn lstm gru federated-learning transfer-learning-nlp elmo bert gpt-2 allennlp
Language:Jupyter Notebook 86
fitushar / 3D-Grad-CAM
This repo contains Grad-CAM for 3D volumes.
3d-models tensorflow2 3d-grad-cam 3d-visualization-model tensorflow2-models grad-cam gcam cnn cnn-visualization gradient-visualization
Language:Jupyter Notebook 71
alejandrodebus / Pytorch-Utils
Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.
pytorch cnn-visualization cross-validation python
Language:Python 68
cyberneuron / RT-CNN-Vis
A Platform for Real Time CNN Visualization
visualization cnn-visualization keras tensorflow cnn neural-networks
Language:Python 50
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++.
pytorch gradcam gradcam-plus-plus grad-cam guided-backpropagation guidedgradcam visualization saliency cnn-visualization guided-grad-cam segmentation 2d 3d medical-imaging gradient-visualization gcam
Language:Python 50
fastcam
LLNL / fastcam
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
saliency-maps gradcam pytorch-gradcam demo deep-learning explainable-ai saliency interpretability visual-explanations xai pytorch cnn-visualization
Language:Jupyter Notebook 42
hnguyentt / cnn-visualization-keras-tf2
Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream
cnn-visualization filter-visualization gradcam deepdream feature-visualization guided-backpropagation guided-grad-cam tf2 keras-tensorflow demos
Language:Jupyter Notebook 26
justinbellucci / cnn-visualizations-pytorch
Exploration of various methods to visualize layers of deep Convolutional Neural Networks using Pytorch.
deep-learning cnn cnn-visualization pytorch filter-visualization activation-maximization
Language:Jupyter Notebook 20
adhiraiyan / radnet
U-Net for biomedical image segmentation
u-net pytorch tensorboard-visualizations pytorch-graphs sensitivity-analysis cnn-visualization medical-image-processing ct-scans mri-images interpretable-network tensorboard-pytorch
Language:Python 11
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 evolutionary-algorithms activation-maximization cnn-visualization neuroscience cmaes
Language:Python 8
vaynexie / CWOX
A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.
cnn-visualization explainability explainable-ai grad-cam lime mwp rise saliency saliency-map visual-explanations xai
Language:Jupyter Notebook 8
ML-Ising
RGivisiez / ML-Ising
Machine learning and the Ising model phase transition.
ising-model-2d machine-learning phase-transition ising-cnn ising-nn cnn nn keras cnn-visualization
Language:Jupyter Notebook 7
fortunechen / grad_cam-mxnet
Grad-CAM by MXNet
mxnet grad-cam cnn-visualization
Language:Python 4
ellolo / visual-keras
Visualization techiques for deep learning neural networks using Keras
machine-learning deep-learning deep-neural-networks keras keras-visualization saliency-map saliency grad-cam smooth-grad cnn-visualization-technique cnn-visualization
Language:Jupyter Notebook 3
sthanhng / CNN-Visualization
This repo discovers how to develop simple visualizations for filters and feature maps in a Convolutional Neural Network
convolutional-neural-networks cnn vgg16 cnn-visualization feature-map filters
Language:Python 3
WangRongsheng / cnn-visualization
卷积神经网络（CNN）从卷积层到池化层可视化演示
cnn cnn-visualization
Language:C# 3
au1206 / visualizing-my-CNN
a notebook to visualise the convolutional filter for image classification
image-classification cnn tensorflow2 cnn-visualization
Language:Jupyter Notebook 2
anaramirli / visualizing-cnn-features
Visualizing higher-layer features from a Deep Convolutional Network by maximizing filter activation.
cnn-visualization-technique cnn-architecture cnn-visualization cnn-filters
Language:Jupyter Notebook 0
bourcierj / rdfia-tme9-visu-nn
saliency-maps adversarial-examples class-visualization cnn-visualization pytorch imagenet
Language:Jupyter Notebook
gordon-lim / Visualising-Conv2D-Pokemon-
Visualizing convolutional layer output of a pokemon image for Udacity's Computer Vision Nanodegree!
cnn-visualization udacity-nanodegree
Language:Jupyter Notebook
ieee820 / pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
cnn-visualization
Language:Python
reshalfahsi / 3d-viz-score-cam
Visualizing 3D ResNet for Medical Image Classification With Score-CAM
3d 3d-medical-images 3d-resnet cnn-visualization gradient-free image-classification medical-image-classification medmnist pytorch-lightning score-cam torch visualization k3d explainability explainable-ai
Language:Jupyter Notebook
XiaoJiNu / cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/
cnn-visualization
Language:JavaScript
XiaoJiNu / netron
Visualizer for neural network, deep learning and machine learning models
cnn-visualization
Language:JavaScript
zzmtsvv / ml_sandbox
calibration classification cnn-visualization cyclegan diffusion-models gan gradient-boosting knearest-neighbor-algorithm mlp regression self-normalizing-neural-networks self-organizing-map spectral-normalization style-transfer ucb1 variational-autoencoder vq-vae
Language:Jupyter Notebook

cnn-visualization

utkuozbulak / pytorch-cnn-visualizations

haofanwang / Score-CAM

1Konny / gradcam_plus_plus-pytorch

ashutosh1919 / explainable-cnn

hans66hsu / nn_interpretability

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

dudeperf3ct / DL_Notebooks

fitushar / 3D-Grad-CAM

alejandrodebus / Pytorch-Utils

cyberneuron / RT-CNN-Vis

Karol-G / Gcam

LLNL / fastcam

hnguyentt / cnn-visualization-keras-tf2

justinbellucci / cnn-visualizations-pytorch

adhiraiyan / radnet

Animadversio / ActMax-Optimizer-Dev

vaynexie / CWOX

RGivisiez / ML-Ising

fortunechen / grad_cam-mxnet

ellolo / visual-keras

sthanhng / CNN-Visualization

WangRongsheng / cnn-visualization

au1206 / visualizing-my-CNN

anaramirli / visualizing-cnn-features

bourcierj / rdfia-tme9-visu-nn

gordon-lim / Visualising-Conv2D-Pokemon-

ieee820 / pytorch-cnn-visualizations

reshalfahsi / 3d-viz-score-cam

XiaoJiNu / cnn-explainer

XiaoJiNu / netron

zzmtsvv / ml_sandbox