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集合主题趋势排行榜
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gradcam

Website
Wikipedia
frgfm/torch-cam
https://static.github-zh.com/github_avatars/frgfm?size=40
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)

PyTorchPython深度学习cnngradcamsaliency-mapinterpretabilityinterpretable-deep-learningscore-camgrad-cam
Python 2.23 k
2 天前
https://static.github-zh.com/github_avatars/landskape-ai?size=40
landskape-ai / triplet-attention

#计算机科学#Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

机器视觉深度学习attention-mechanismconvolutional-neural-networksattention-mechanismsgradcamdetectionimagenetBukkitarxiv
Jupyter Notebook 428
6 个月前
https://static.github-zh.com/github_avatars/haofanwang?size=40
haofanwang / Score-CAM

Official implementation of Score-CAM in PyTorch

score-camcamsaliencyPyTorchexplainabilityclass-activation-mapsheatmapgrad-camgradcam
Python 427
3 年前
https://static.github-zh.com/github_avatars/1Konny?size=40
1Konny / gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

gradcaminterpretable-deep-learning
Jupyter Notebook 384
6 年前
https://static.github-zh.com/github_avatars/keisen?size=40
keisen / tf-keras-vis

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

可视化KerassaliencyTensorflowscore-camgrad-camgradcamexplainabilityexplainable-aiexplainable-ml深度学习Pythonxaixai-library
Python 330
5 个月前
https://static.github-zh.com/github_avatars/insikk?size=40
insikk / Grad-CAM-tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

机器学习convolutional-neural-networks可视化tesnorflowgradcamgrad-camresnetvgg16
Jupyter Notebook 312
7 年前
https://static.github-zh.com/github_avatars/pooya-mohammadi?size=40
pooya-mohammadi / yolov5-gradcam

#计算机科学#Visualizing Yolov5's layers using GradCam

PyTorch深度学习convolutional-neural-networksgradcamyolov5
Jupyter Notebook 297
2 年前
https://static.github-zh.com/github_avatars/rigvedrs?size=40
rigvedrs / YOLO-V12-CAM

Wanna know what your model sees? Here's a package for applying EigenCAM and generating heatmap from the new YOLO V11 model

interpretabilityyolov8深度学习机器视觉PyTorchgradcamyolo
Jupyter Notebook 240
3 个月前
https://static.github-zh.com/github_avatars/aniketmaurya?size=40
aniketmaurya / chitra

#计算机科学#A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Tensorflow图像处理object-detection深度学习image-dataset可视化gradcammodel-interpretationmodel-visualizationimage-classificationbounding-boxesmodel-deploymentmlopsmodel-servingPython机器学习FastAPIHacktoberfestPyTorch
Python 228
24 天前
https://static.github-zh.com/github_avatars/AnshMittal1811?size=40
AnshMittal1811 / MachineLearning-AI

#计算机科学#This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

深度学习机器学习机器视觉PyTorchgraph-neural-networks3d-computer-visiontransformersvision-transformergenerative-models神经网络深度神经网络neural-networksimage-classificationconvolutional-neural-networksgradcamlidar-point-cloudneural-radiance-fieldsneural-rendering
Jupyter Notebook 207
6 个月前
https://static.github-zh.com/github_avatars/rsk97?size=40
rsk97 / Diabetic-Retinopathy-Detection

#计算机科学#DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,

图像处理scikit-learnknn-classification机器学习gradcam深度学习Medical imaging
Jupyter Notebook 127
2 年前
https://static.github-zh.com/github_avatars/Berry-Wu?size=40
Berry-Wu / Visualization

visualization:filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro

convolutional-neural-networksfilterPyTorchattentionmaskcamgradcamhuman-pose-estimationguided-backpropagation
Python 126
2 年前
https://static.github-zh.com/github_avatars/hans66hsu?size=40
hans66hsu / nn_interpretability

Pytorch implementation of various neural network interpretability methods

PyTorchinterpretable-deep-learningsaliency-mapguided-backpropagationgradcamgradient-visualization
Jupyter Notebook 118
3 年前
https://static.github-zh.com/github_avatars/gkeechin?size=40
gkeechin / vizgradcam

#计算机科学#vizgradcam is the fastest way to visualize GradCAM with your Keras models.

深度学习gradcamKerasTensorflow可视化
Python 60
4 年前
https://static.github-zh.com/github_avatars/leftthomas?size=40
leftthomas / GradCAM

A PyTorch implementation of Grad-CAM based on ICCV 2017 paper "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

gradcamPyTorchopencv3
Python 59
7 年前
https://static.github-zh.com/github_avatars/priyavrat-misra?size=40
priyavrat-misra / xrays-and-gradcam

#计算机科学#Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

fine-tuningvgg16gradcampytorch-implementationCOVID-19transfer-learningimbalanced-data深度学习cnnLocalization (l10n)
Jupyter Notebook 53
4 年前
https://static.github-zh.com/github_avatars/Karol-G?size=40
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-...

PyTorchgradcamgrad-camguided-backpropagation可视化saliencyguided-grad-camsegmentation2d3DMedical imaginggradient-visualization
Python 49
5 年前
https://static.github-zh.com/github_avatars/LLNL?size=40
LLNL / fastcam

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

gradcamDemo深度学习explainable-aisaliencyinterpretabilityxaiPyTorch
Jupyter Notebook 45
5 年前
https://static.github-zh.com/github_avatars/samson6460?size=40
samson6460 / tf_keras_gradcamplusplus

#计算机科学#tensorflow.keras implementation of gradcam and gradcam++

tensorflow2TensorflowKerasgradcam深度学习神经网络neural-networks
Python 44
3 年前
https://static.github-zh.com/github_avatars/Oichii?size=40
Oichii / DeepPulse-pytorch

PyTorch implementation of pulse measurement neural networks.

gradcamPyTorch
Python 42
2 个月前
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