gradient-visualization · GitHub Topics

utkuozbulak / pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

grad-cam cam PyTorch guided-backpropagation guided-grad-cam gradient saliency segmentation gradient-visualization deep-dream

Python 8.1 k

8 个月前

hans66hsu / nn_interpretability

Pytorch implementation of various neural network interpretability methods

PyTorch interpretable-deep-learning saliency-map guided-backpropagation gradcam gradient-visualization

Jupyter Notebook 118

4 年前

fitushar / 3D-Grad-CAM

This repo contains Grad-CAM for 3D volumes.

3D tensorflow2 grad-cam cnn gradient-visualization

Jupyter Notebook 79

5 年前

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-...

PyTorch gradcam grad-cam guided-backpropagation 可视化 saliency guided-grad-cam segmentation 2d 3D Medical imaging gradient-visualization

Python 50

5 年前

chloewongwy / COMP4423-Computer-Vision-Assignment-2

#计算机科学#The project explores CNN architectures (ResNet vs VGG, Deformable CNNs) and 3D scene reconstruction with Tiny NeRF, including ray sampling and volume rendering. Project Year: 2025

cnn 机器视觉深度学习 gradient-visualization PyTorch resnet vgg

Jupyter Notebook 0

20 天前