Projects in Awesome Lists tagged with cnn-visualization

https://github.com/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

Last synced: 12 May 2025

https://github.com/haofanwang/score-cam

Official implementation of Score-CAM in PyTorch

cam class-activation-maps cnn-visualization cnn-visualization-technique explainability grad-cam gradcam gradient-free heatmap pytorch saliency score-cam scorecam visual-explanations

Last synced: 06 Apr 2025

https://github.com/ashutosh1919/explainable-cnn

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

cnn cnn-classification cnn-pytorch cnn-visualization cnn-visualization-technique explainable-ai explainable-ml grad-cam grad-cam-visualization guided-backpropagation guided-grad-cam pytorch pytorch-implementation saliency-detection saliency-map visualization

Last synced: 05 Apr 2025

https://github.com/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.

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

Last synced: 02 May 2025

https://github.com/dudeperf3ct/dl_notebooks

This repo contains all the notebooks mentioned in blog.

allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp

Last synced: 14 Jun 2025

https://github.com/dudeperf3ct/DL_Notebooks

This repo contains all the notebooks mentioned in blog.

allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp

Last synced: 19 Jul 2025

https://github.com/fitushar/3d-grad-cam

This repo contains Grad-CAM for 3D volumes.

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

Last synced: 22 Apr 2025

https://github.com/llnl/fastcam

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

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