guided-grad-cam 开源项目推荐（12 个）

utkuozbulak /pytorch-cnn-visualizations

卷积神经网络可视化技术的 PyTorch 实现

ashutosh1919 /explainable-cnn

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

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.

Karol-G /Gcam

Gcam 是一个易于使用的 Pytorch 库，能让模型预测结果对人类更易理解。它支持使用 Guided Backpropagation、Grad-Cam、Guided Grad-Cam 和 Grad-Cam++ 等多种方法生成注意力图。

hnguyentt /cnn-visualization-keras-tf2

Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream

hnguyentt /GradCAM_and_GuidedGradCAM_tf2

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

swapnil-ahlawat /Guided-GradCAM-Keras

Implementation of Guided GradCAM in Keras

ChristianOrr /feature-attribution-methods-jax

Suite of methods that create attribution maps from image classification models.

FAU-DLM /FCDIIb_TSC

Repository for Kubach et al. bioRxiv/2019/804682 (2019)

jmdudek /class-activation-mapping

CAM, Grad-CAM, Grad-CAM++ and Guided Backpropagation post-hoc explanation methods

atubito98 /Mosaico_xAI

Explainability tools for the Mosaico mosquito classification model, using GradCAM, GradCAM++, Guided GradCAM, and saliency maps to validate decisions against expert reasoning.

ashrafrauf /arrhythmia-vision-classifier

Arrhythmia classification using vision-based models