Projects in Awesome Lists tagged with saliency-map

https://github.com/stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

data-science deep-learning gcn geometric-deep-learning graph-analysis graph-convolutional-networks graph-data graph-machine-learning graph-neural-networks graphs heterogeneous-networks interpretability link-prediction machine-learning machine-learning-algorithms networkx python saliency-map stellargraph-library

Last synced: 14 May 2025

https://github.com/frgfm/torch-cam

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)

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

Last synced: 08 Oct 2025

https://github.com/mpatacchiola/deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

cnn color-detection convolutional-neural-networks face-detection head-pose-estimation histogram-comparison histogram-intersection human-computer-interaction motion-detection motion-tracking particle-filter saliency-map skin-detection

Last synced: 15 May 2025

https://github.com/pair-code/saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

convolutional-neural-networks deep-learning deep-neural-networks ig-saliency image-recognition machine-learning object-detection saliency saliency-map smoothgrad tensorflow

Last synced: 05 Jul 2025

https://github.com/PAIR-code/saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

convolutional-neural-networks deep-learning deep-neural-networks ig-saliency image-recognition machine-learning object-detection saliency saliency-map smoothgrad tensorflow

Last synced: 08 May 2025

https://github.com/kundajelab/deeplift

Public facing deeplift repo

deeplift guided-backpropagation integrated-gradients interpretability interpretable-deep-learning saliency-map sensitivity-analysis

Last synced: 27 Jan 2026

https://github.com/lartpang/minet

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

cvpr2020 experimental multi-scale-features paper paper-details pretrained-parameters saliency saliency-detection saliency-map saliency-maps saliency-model salient-object-detection

Last synced: 10 Apr 2025

https://github.com/ashutosh1919/explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

cnn cnn-classification cnn-pytorch cnn-visualization cnn-visualization-technique explainable-ai explainable-ml grad-cam grad-cam-visualization guided-backpropagation guided-grad-cam pytorch pytorch-implementation saliency-detection saliency-map visualization

Last synced: 05 Apr 2025

https://github.com/marcellacornia/sam

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

human-eye-fixations saliency saliency-attentive-model saliency-map saliency-model saliency-prediction

Last synced: 23 Jun 2025

https://github.com/shreyas-bk/U-2-Net-Demo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net

Last synced: 07 Mar 2025

https://github.com/shreyas-bk/u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net