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24 search results found

Pytorch Grad Cam ⭐ 8,723

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

Torch Cam ⭐ 1,695

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)

Grad Cam ⭐ 652

[ICCV 2017] Torch code for Grad-CAM

Keras Grad Cam ⭐ 473

An implementation of Grad-CAM with keras

Triplet Attention ⭐ 347

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

Tf Keras Vis ⭐ 286

Neural network visualization toolkit for tf.keras

Yolov5 Gradcam ⭐ 258

Visualizing Yolov5's layers using GradCam

Toolkit to Hack Your Deep Learning Models

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

Interpretdl ⭐ 203

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

Machinelearning Ai ⭐ 184

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).

Grad_cam_plus_plus ⭐ 176

A generalized gradient-based CNN visualization technique

Cnn Visualization ⭐ 171

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

Grad Cam ⭐ 77

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

Yolo V8 Cam ⭐ 54

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

Fai Notes ⭐ 52

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

Vizgradcam ⭐ 37

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

Nn_interpretability ⭐ 37

Pytorch implementation of various neural network interpretability methods

Covid Cxnet ⭐ 35

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

Xrays And Gradcam ⭐ 31

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

Diabetic Retinopathy Detection ⭐ 26

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

Tf_keras_gradcamplusplus ⭐ 25

tensorflow.keras implementation of gradcam and gradcam++

Grad Cam Pycaffe ⭐ 20

grad-CAM visulization technique of pycaffe, regression task of Medical Image.

Smoothgradcamplusplus ⭐ 19

The re-implementation of Smooth Grad-CAM++ with pytorch

Faster Grad Cam ⭐ 16

Faster and more precisely than Grad-CAM

Whitebox Part1 ⭐ 16

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

Covid 19 Detector ⭐ 14

Repository containing scripts to train and test a neural network whose goal is to detect presence of COVID-19

Wss Cmer ⭐ 14

Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf

Fooling_network_interpretation ⭐ 12

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

Grad Cam ⭐ 11

Grad-CAM (Gradient-weighted Class Activation Mapping)

Explainability of Brain Tumour Segmentation Models

Gradcam Googlenet Resnet ⭐ 8

Implementation of grad-cam for GoogLenet and ResNet architechtures

Explore Deep Network Explainability Using An App ⭐ 8

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 predictions with occlusion sensitivity, Grad-CAM, and gradient attribution methods, investigate misclassifications using confusion and t-SNE plots, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.

Deepvisual_qtorch ⭐ 7

Deep Learning Visualization Tools Using PyTorch

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

Grad Cam Pytorch Light ⭐ 6

A customizable lightweight Grad-CAM implementation

Car Classification ⭐ 5

Visual car recognition using ResNet-based transfer learning

Mlexperiments ⭐ 5

Machine learning model implementations using pytorch, fastai, pytorch-lightning

Project Covid ⭐ 5

Team InfySOARS Presents Project Covid

Tensorflow 2.2.0 implementation of GradCam

Avoiding Shortcuts In Unpaired Image To Image Translation ⭐ 5

This repository contains the PyTorch code for our ICIAP 2021 paper “Avoiding Shortcuts in Unpaired Image-to-Image Translation”.

Keras Explainable ⭐ 5

Efficient explaining AI algorithms for Keras models

Mri_triage_normal ⭐ 5

Deep Learning Breast MRI Segmentation and Classification

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