Projects in Awesome Lists tagged with saliency

https://github.com/utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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

Last synced: 12 May 2025

https://github.com/microsoft/tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

ai data-science debug debugging debugging-tool deep-learning deeplearning explainable-ai explainable-ml jupyter jupyter-notebook machine-learning machinelearning model-visualization monitoring python reinforcement-learning saliency

Last synced: 14 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: 08 May 2025

https://github.com/haofanwang/score-cam

Official implementation of Score-CAM in PyTorch

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

Last synced: 06 Apr 2025

https://github.com/taozh2017/RGBD-SODsurvey

RGB-D Salient Object Detection: A Survey

benchmark light-field light-field-sod rgb-d saliency salient-object-detection sod survey

Last synced: 20 Mar 2025

https://github.com/keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

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

Last synced: 15 May 2025

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/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: 12 May 2025

https://github.com/lartpang/pysodevaltoolkit

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

camouflaged-object-detection co-saliency co-salient-object-detection e-measure evaluation evaluation-framework evaluation-metrics evaluator f-measure fm-curve latex mae metrics metrics-visualization pr-curve python3 s-measure saliency saliency-detection salient-object-detection

Last synced: 15 Apr 2025

https://github.com/eclique/RISE

Detect model's attention

classification explainable-ai saliency saliency-map xai

Last synced: 08 May 2025

https://github.com/lartpang/pysodmetrics

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis

metrics metrics-evaluation metrics-library metrics-reported python3 saliency saliency-detection saliency-map saliency-maps saliency-methods saliency-model saliency-prediction salient-object-detection salient-regions

Last synced: 07 Apr 2025

https://github.com/marcellacornia/mlnet

A Deep Multi-Level Network for Saliency Prediction. ICPR 2016

human-eye-fixations ml-net saliency saliency-map saliency-model saliency-prediction

Last synced: 11 Apr 2025

https://github.com/lartpang/hdfnet

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

eccv eccv2020 image-processing imageprocessing imagesegmentation pytorch saliency saliency-detection salient-object-detection segmentation

Last synced: 17 Jan 2025

https://github.com/pfnet-research/bayesgrad

BayesGrad: Explaining Predictions of Graph Convolutional Networks

chainer chemistry deep-learning graph-convolutional-networks interpretability neural-network python saliency

Last synced: 13 Apr 2025

https://github.com/Arhosseini77/SUM

[WACV2025] SUM: Saliency Unification through Mamba for Visual Attention Modeling

mamba mamba-image mamba-model mamba-state-space-models marketing saliency saliency-analysis saliency-map saliency-methods saliency-model saliency-prediction vision-mamba visual-attention wacv wacv2025

Last synced: 05 Feb 2025

https://github.com/llnl/fastcam

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

cnn-visualization deep-learning demo explainable-ai gradcam interpretability pytorch pytorch-gradcam saliency saliency-maps visual-explanations xai

Last synced: 29 Apr 2025

https://github.com/coallaoh/guidedlabelling

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

cvpr paper pascal pascal-voc research saliency segmentation

Last synced: 17 Dec 2024

https://github.com/zal0302/cii

The official PyTorch implementation of IEEE Transactions on Image Processing 2021 paper "Rethinking the U-shape Structure for Salient Object Detection"

object-segmentation pytorch saliency saliency-detection saliency-maps saliency-prediction salient-object-detection u-net