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grad-cam

Here are 79 public repositories matching this topic...

utkuozbulak / pytorch-cnn-visualizations

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Pytorch implementation of convolutional neural network visualization techniques

grad-cam pytorch segmentation gradient cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

Updated Jul 12, 2021
Python

jacobgil / pytorch-grad-cam

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Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

deep-learning grad-cam pytorch visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai score-cam vision-transformers

Updated Aug 20, 2021
Python

ramprs / grad-cam

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[ICCV 2017] Torch code for Grad-CAM

deep-learning heatmap grad-cam convolutional-neural-networks interpretability iccv17 visual-explanation

Updated Mar 3, 2017
Lua

kazuto1011 / grad-cam-pytorch

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

visualization grad-cam pytorch occlusion-sensitivity guided-backpropagation deconvnet

Updated Jan 21, 2020
Python

jacobgil / keras-grad-cam

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An implementation of Grad-CAM with keras

visualization deep-learning keras grad-cam

Updated Apr 8, 2019
Python

yizt / Grad-CAM.pytorch

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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...

grad-cam cam guided-backpropagation model-interpretability faster-r-cnn-grad-cam retinanet-grad-cam

Updated Jan 13, 2021
Python

torch-cam

frgfm / torch-cam

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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)

python deep-learning grad-cam cnn pytorch saliency-map interpretability smoothgrad interpretable-deep-learning gradcam activation-maps class-activation-map gradcam-plus-plus score-cam

Updated Jul 28, 2021
Python

insikk / Grad-CAM-tensorflow

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tensorflow implementation of Grad-CAM (CNN visualization)

visualization grad-cam machinelearning resnet convolutional-neural-networks vgg16 tesnorflow gradcam

Updated May 25, 2018
Jupyter Notebook

haofanwang / Score-CAM

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[CVPRW 2020] Official implementation of Score-CAM in Pytorch

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

Updated Aug 15, 2021
Python

adityac94 / Grad_CAM_plus_plus

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A generalized gradient-based CNN visualization technique

deep-learning tensorflow grad-cam cnn convolutional-neural-networks explainable-artificial-intelligence cnn-visualization-technique

Updated Apr 17, 2019
Python

Ankush96 / grad-cam.tensorflow

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Implementation of Grad CAM in tensorflow

visualization tensorflow grad-cam

Updated Jul 2, 2019
Python

conan7882 / CNN-Visualization

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TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

visualization computer-vision deep-learning grad-cam cnn class-activation-maps tensorfl guided-backpropagation

Updated Sep 12, 2018
Python

keisen / tf-keras-vis

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Neural network visualization toolkit for tf.keras

visualization deep-learning tensorflow keras grad-cam keras-visualization saliency gradcam nueral-network gradcam-plus-plus keras-vis saliency-maps activation-maximization score-cam tf-keras-vis

Updated Aug 15, 2021
Python

PINTO0309 / Keras-OneClassAnomalyDetection

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

caffe tensorflow raspberrypi keras grad-cam cnn pytorch anomaly-detection onnx mobilenetv2 openvino

Updated Jan 4, 2020
Jupyter Notebook

Cloud-CV / Grad-CAM

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🌈

📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

demo machine-learning deep-learning grad-cam cnn torch

Updated Aug 13, 2018
HTML

PaddlePaddle / InterpretDL

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

grad-cam convolutional-neural-networks visualizations lime paddlepaddle model-interpretation nlp-models smoothgrad explanations vision-transformer interpretation-algorithms

Updated Jul 22, 2021
Jupyter Notebook

jacobgil / keras-steering-angle-visualizations

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

visualization grad-cam self-driving-car steering-angle-visualizations

Updated Oct 24, 2016
Python

ramprs / neuron-importance-zsl

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[ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance

grad-cam zero-shot-learning interpretability neuron-importance

Updated Aug 8, 2018
Python

COVID-CXNet

armiro / COVID-CXNet

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

visualization machine-learning deep-learning tensorflow heatmap keras grad-cam classification convolutional-neural-networks medical-image-processing class-activation-maps chest-xray chexnet pneumonia-detection disease-detection covid-19 coronavirus-dataset covid-dataset

Updated Jun 9, 2021
Jupyter Notebook

TooTouch / WhiteBox-Part1

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In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

machine-learning computer-vision deep-learning grad-cam mnist gradients backpropagation blackbox saliency-map cifar-10 smoothgrad guided-backpropagation interpretable-ai explainable-ai integrated-gradients evaluate-models

Updated Mar 4, 2020
Jupyter Notebook

Karol-G / Gcam

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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++.

visualization grad-cam pytorch medical-imaging segmentation 3d 2d gcam saliency guided-backpropagation guided-grad-cam gradient-visualization gradcam cnn-visualization gradcam-plus-plus guidedgradcam

Updated Nov 17, 2020
Python

shinmura0 / Faster-Grad-CAM

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Faster and more precisely than Grad-CAM

visualization raspberry-pi machine-learning real-time deep-learning keras grad-cam anomaly-detection deepmetriclearning

Updated Mar 18, 2020
Jupyter Notebook

HaebinShin / grad-cam-text

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Implementation of Grad-CAM for text.

tensorflow word2vec grad-cam

Updated Nov 18, 2020
Jupyter Notebook

fitushar / 3D-Grad-CAM

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This repo contains Grad-CAM for 3D volumes.

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

Updated Aug 26, 2020
Jupyter Notebook

UMBCvision / fooling_network_interpretation

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Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification

deep-learning grad-cam pytorch interpretation adversarial-attacks

Updated Nov 21, 2019
Python

cydonia999 / Grad-CAM-in-TensorFlow

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Grad-CAM in TensorFlow, presented in Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

tensorflow grad-cam deep-networks

Updated Jun 10, 2018
Python

tsurumeso / chainer-grad-cam

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Chainer implementation of Grad-CAM

chainer grad-cam resnet

Updated Mar 31, 2019
Python

matheushent / covid-19-detector

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Open

How to contribute?

7

arthurfigueiredo commented Mar 24, 2020

Hi,

I'm also a UFSC Araranguá student from course of Information Tecnology and Comunication.

I've experience working with python, data structures, algorithms, database etc.

I'm looking for a completion course work and I'm interested in this problem, how can i contribute to this project?

my email is arthurfn.webdev@gmail.com

Read more

good first issue

daixiangzi / Grad_Cam-pytorch-resnet50

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Class activate map

grad-cam pytorch

Updated Aug 14, 2020
Python

tanjimin / grad-cam-pytorch-light

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A customizable lightweight Grad-CAM implementation

visualization deep-learning grad-cam pytorch

Updated Nov 30, 2019
Python

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