Search Results - RepositoryStats

211

2.1k

apache-2.0

12

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)

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

Created 2020-03-23

161 commits to main branch, last one 10 days ago

triplet-attention landskape-ai

49

415

mit

10

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

arxiv paper gradcam imagenet detection deep-learning computer-vision triplet-attention attention-mechanism attention-mechanisms convolutional-neural-networks

Created 2020-04-14

98 commits to master branch, last one 3 years ago

Score-CAM haofanwang

66

408

mit

6

Official implementation of Score-CAM in PyTorch

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

Created 2020-04-13

51 commits to master branch, last one 2 years ago

tf-keras-vis keisen

46

320

mit

8

Neural network visualization toolkit for tf.keras

xai keras python gradcam grad-cam saliency keras-vis score-cam tensorflow xai-library deep-learning saliency-maps visualization explainability explainable-ai explainable-ml gradcam-plus-plus keras-visualization activation-maximization

Created 2019-10-31

395 commits to master branch, last one 9 months ago

yolov5-gradcam pooya-mohammadi

47

292

mit

3

Visualizing Yolov5's layers using GradCam

yolov5 gradcam pytorch deeputils visualizing deep-learning convolutional-neural-networks

Created 2021-12-09

33 commits to master branch, last one 2 years ago

chitra aniketmaurya

37

224

apache-2.0

6

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

mlops python fastapi gradcam pytorch tensorflow deep-learning hacktoberfest image-dataset model-serving visualization bounding-boxes image-processing machine-learning model-deployment object-detection model-visualization image-classification model-interpretation

Created 2020-01-23

372 commits to master branch, last one 6 months ago

MachineLearning-AI AnshMittal1811

55

204

unknown

6

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).

gradcam pytorch transformers deep-learning neural-network computer-vision neural-networks machine-learning neural-rendering generative-models lidar-point-cloud 3d-computer-vision vision-transformer deep-neural-networks image-classification graph-neural-networks neural-radiance-fields audio-signal-processing convolutional-neural-networks

Created 2021-12-12

3,300 commits to master branch, last one 5 days ago

YOLO-V8-CAM rigvedrs

27

133

mit

2

Wanna know what your model sees? Here's a package for applying EigenCAM on the new YOLO V8 model

yolo yolov8 gradcam pytorch eigencam deeplearning computer-vision interpretability class-activation-map

Created 2023-05-04

14 commits to main branch, last one about a month ago

Diabetic-Retinopathy-Detection rsk97

68

120

mit

1

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

gradcam sklearn deep-learning svm-classifier medical-imaging image-processing machine-learning knn-classification diabetic-retinopathy-detection

Created 2017-11-23

13 commits to master branch, last one 4 years ago

nn_interpretability hans66hsu

19

112

mit

3

Pytorch implementation of various neural network interpretability methods

Created 2020-10-12

17 commits to main branch, last one 2 years ago

Visualization Berry-Wu

7

101

unknown

1

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

cam mae mask filter visaul gradcam pytorch attention heatmap-visualization human-pose-estimation guided-backpropagation convolutional-neural-networks

Created 2022-08-24

29 commits to main branch, last one about a year ago

vizgradcam gkeechin

22

60

mit

1

vizgradcam is the fastest way to visualize GradCAM with your Keras models.

keras gradcam tensorflow deep-learning visualization

Created 2021-01-20

21 commits to main branch, last one 3 years ago

xrays-and-gradcam priyavrat-misra

18

50

mit

3

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

cnn vgg16 xrays gradcam covid-19 resnet18 pneumonia densenet121 fine-tuning radiographs localization oversampling deep-learning early-stopping imbalanced-data transfer-learning pytorch-implementation

Created 2021-04-15

22 commits to master branch, last one 3 years ago

DeepPulse-pytorch Oichii

8

41

unknown

2

PyTorch implementation of pulse measurement neural networks.

pulse hr-cnn gradcam physnet pytorch heart-rate physnet-3d

Created 2021-03-02

10 commits to master branch, last one 2 years ago

tf_keras_gradcamplusplus samson6460

7

41

apache-2.0

6

tensorflow.keras implementation of gradcam and gradcam++

keras gradcam tensorflow tensorflow2 deeplearning deep-learning neural-network neural-networks tensorflow-keras gradcam-plus-plus

Created 2020-05-20

14 commits to master branch, last one 2 years ago

Explore-Deep-Network-Explainability-Using-an-App matlab-deep-learning

7

36

other

4

This repository provides an app for exploring the predictions of an image classification network using several deep learning visualization techniques. Using the app, you can: explore network predictio...

matlab gradcam deep-learning explainable-ai pretrained-models transfer-learning matlab-deep-learning interpretable-deep-learning

Created 2021-05-06

6 commits to main branch, last one 3 years ago