grad-cam · GitHub Topics

#计算机科学#Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

翻译 - 在Pytorch中为CNN和视觉变压器实现了许多类激活图方法。包括Grad-CAM，Grad-CAM ++，Score-CAM，Ablation-CAM和XGrad-CAM

深度学习 PyTorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification 机器学习 object-detection 机器视觉 explainable-ml

Python 11.25 k

2 个月前

utkuozbulak / pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

翻译 - 卷积神经网络可视化技术的Pytorch实现

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

Python 7.97 k

2 个月前

frgfm / torch-cam

#计算机科学#Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

PyTorch Python 深度学习 cnn gradcam saliency-map interpretability interpretable-deep-learning score-cam grad-cam

Python 2.13 k

3 天前

ramprs / grad-cam

#计算机科学#[ICCV 2017] Torch code for Grad-CAM

grad-cam interpretability convolutional-neural-networks 深度学习 heatmap

Lua 1.54 k

2 年前

kazuto1011 / grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

PyTorch grad-cam 可视化 guided-backpropagation

Python 795

5 年前

yizt / Grad-CAM.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

cam grad-cam guided-backpropagation model-interpretability

Python 742

4 年前

jacobgil / keras-grad-cam

#计算机科学#An implementation of Grad-CAM with keras

Keras grad-cam 可视化深度学习

Python 663

6 年前

haofanwang / Score-CAM

Official implementation of Score-CAM in PyTorch

score-cam cam saliency PyTorch explainability class-activation-maps heatmap grad-cam gradcam

Python 413

3 年前

keisen / tf-keras-vis

#计算机科学#Neural network visualization toolkit for tf.keras

可视化 Keras saliency Tensorflow score-cam grad-cam gradcam explainability explainable-ai explainable-ml 深度学习 Python xai xai-library

Python 322

1 天前

insikk / Grad-CAM-tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

机器学习 convolutional-neural-networks 可视化 tesnorflow gradcam grad-cam resnet vgg16

Jupyter Notebook 310

7 年前

adityac94 / Grad_CAM_plus_plus

#计算机科学#A generalized gradient-based CNN visualization technique

grad-cam cnn 深度学习 Tensorflow convolutional-neural-networks

Python 289

6 年前

Ankush96 / grad-cam.tensorflow

Implementation of Grad CAM in tensorflow

Tensorflow grad-cam 可视化

Python 249

3 年前

PaddlePaddle / InterpretDL

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

paddlepaddle vision-transformer model-interpretation explanations grad-cam lime convolutional-neural-networks visualizations

Python 246

6 个月前

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 可视化 guided-backpropagation guided-grad-cam PyTorch pytorch-implementation

Python 223

2 年前

conan7882 / CNN-Visualization

#计算机科学#TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

深度学习机器视觉可视化 class-activation-maps grad-cam guided-backpropagation cnn

Python 198

7 年前

PINTO0309 / Keras-OneClassAnomalyDetection

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Ten...

Keras cnn anomaly-detection mobilenetv2 grad-cam 树莓派 Tensorflow caffe onnx PyTorch openvino

Jupyter Notebook 129

5 年前

Cloud-CV / Grad-CAM

#计算机科学#🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

grad-cam cnn Demo 深度学习机器学习 torch

HTML 110

7 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

armiro / COVID-CXNet

#计算机科学#COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

coronavirus-dataset convolutional-neural-networks COVID-19 深度学习机器学习 Tensorflow Keras classification 可视化 heatmap class-activation-maps medical-image-processing grad-cam

Jupyter Notebook 65

10 个月前

jacobgil / keras-steering-angle-visualizations

Visualizations for understanding the regressed wheel steering angle for self driving cars

可视化 self-driving-car grad-cam

Python 61

8 年前