Topic: "cnn-visualization"
utkuozbulak/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
Language: Python - Size: 7.66 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 8,019 - Forks: 1,497
haofanwang/Score-CAM
Official implementation of Score-CAM in PyTorch
Language: Python - Size: 2.22 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 412 - Forks: 65
1Konny/gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 312 - Forks: 87
ashutosh1919/explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
Language: Python - Size: 3.99 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 229 - Forks: 34
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.
Language: Python - Size: 614 KB - Last synced at: 13 days ago - Pushed at: almost 5 years ago - Stars: 105 - Forks: 8
hans66hsu/nn_interpretability
Pytorch implementation of various neural network interpretability methods
Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 104 - Forks: 19
dudeperf3ct/DL_Notebooks
This repo contains all the notebooks mentioned in blog.
Language: Jupyter Notebook - Size: 106 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 92 - Forks: 32
fitushar/3D-Grad-CAM
This repo contains Grad-CAM for 3D volumes.
Language: Jupyter Notebook - Size: 643 KB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 79 - Forks: 13
alejandrodebus/Pytorch-Utils
Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.
Language: Python - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 68 - Forks: 14
cyberneuron/RT-CNN-Vis
A Platform for Real Time CNN Visualization
Language: Python - Size: 29.7 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 11
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
LLNL/fastcam
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 6
hnguyentt/cnn-visualization-keras-tf2
Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream
Language: Jupyter Notebook - Size: 49.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 5
justinbellucci/cnn-visualizations-pytorch
Exploration of various methods to visualize layers of deep Convolutional Neural Networks using Pytorch.
Language: Jupyter Notebook - Size: 25 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 1
astrumai/radnet
U-Net for biomedical image segmentation
Language: Python - Size: 251 MB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 3
Animadversio/ActMax-Optimizer-Dev
The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico
Language: Python - Size: 10.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 4
RGivisiez/ML-Ising
Machine learning and the Ising model phase transition.
Language: Jupyter Notebook - Size: 1.77 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1
vaynexie/CWOX
A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.
Language: Jupyter Notebook - Size: 117 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
fortunechen/grad_cam-mxnet
Grad-CAM by MXNet
Language: Python - Size: 92.8 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0
WangRongsheng/cnn-visualization
卷积神经网络（CNN）从卷积层到池化层可视化演示
Language: C# - Size: 626 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2
ellolo/visual-keras
Visualization techiques for deep learning neural networks using Keras
Language: Jupyter Notebook - Size: 37.1 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2
sthanhng/CNN-Visualization
This repo discovers how to develop simple visualizations for filters and feature maps in a Convolutional Neural Network
Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0
au1206/visualizing-my-CNN
a notebook to visualise the convolutional filter for image classification
Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
reshalfahsi/3d-viz-score-cam
Visualizing 3D ResNet for Medical Image Classification With Score-CAM
Language: Jupyter Notebook - Size: 7.06 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
anaramirli/visualizing-cnn-features
Visualizing higher-layer features from a Deep Convolutional Network by maximizing filter activation.
Language: Jupyter Notebook - Size: 31.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
zzmtsvv/ml_sandbox
Language: Jupyter Notebook - Size: 422 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
XiaoJiNu/netron Fork of lutzroeder/netron
Visualizer for neural network, deep learning and machine learning models
Size: 21.6 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
XiaoJiNu/cnn-explainer Fork of poloclub/cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/
Size: 85.4 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
gordon-lim/Visualising-Conv2D-Pokemon-
Visualizing convolutional layer output of a pokemon image for Udacity's Computer Vision Nanodegree!
Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
bourcierj/rdfia-tme9-visu-nn
Language: Jupyter Notebook - Size: 9.73 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
ieee820/pytorch-cnn-visualizations Fork of utkuozbulak/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
Language: Python - Size: 5.51 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
