Topic: "saliency-maps"
wenguanwang/SODsurvey
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
Size: 14.8 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 382 - Forks: 69
keisen/tf-keras-vis
Neural network visualization toolkit for tf.keras
Language: Python - Size: 97.1 MB - Last synced at: 1 day ago - Pushed at: 2 months ago - Stars: 325 - Forks: 45
lartpang/MINet
CVPR2020, Multi-scale Interactive Network for Salient Object Detection
Language: Python - Size: 951 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 239 - Forks: 29
alexanderkroner/saliency
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
Language: Python - Size: 9.75 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 191 - Forks: 50
lartpang/PySODMetrics
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
Language: Python - Size: 217 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 171 - Forks: 21
altamiracorp/awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
Size: 220 KB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 161 - Forks: 15
DFKI-NLP/thermostat
Collection of NLP model explanations and accompanying analysis tools
Language: Jsonnet - Size: 1.37 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 145 - Forks: 8
usef-kh/fer
Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"
Language: Jupyter Notebook - Size: 550 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 89 - Forks: 33
IbrahimSobh/see-inside-cnn
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 68 - Forks: 16
LLNL/fastcam
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: 17 days ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 6
novice03/timm-vis 📦
Visualizer for PyTorch image models
Language: Jupyter Notebook - Size: 9.01 MB - Last synced at: 22 days ago - Pushed at: almost 4 years ago - Stars: 44 - Forks: 3
szzexpoi/AiR
Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"
Language: Python - Size: 76.3 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 41 - Forks: 5
Information-Fusion-Lab-Umass/Salient-Pedestrian-Detection
Size: 2.34 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 37 - Forks: 9
bradleybin/Locate-Globally-Segment-locally-A-Progressive-Architecture-With-Knowledge-Review-Network-for-SOD
Codes for the AAAI 2021 paper "Locate Globally, Segment locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection"
Language: Python - Size: 160 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 4
Imageomics/Finer-CAM
This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25]
Language: Jupyter Notebook - Size: 5.52 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 31 - Forks: 3
zal0302/CII
The official PyTorch implementation of IEEE Transactions on Image Processing 2021 paper "Rethinking the U-shape Structure for Salient Object Detection"
Language: Python - Size: 73.2 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 2
torrvision/whoneedsadversaries
Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".
Language: MATLAB - Size: 507 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 0
DFKI-NLP/SMV
Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)
Language: Python - Size: 11.1 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1
tobybreckon/DoG-saliency
reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]
Language: Python - Size: 34.5 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1
daniel-rychlewski/Cao-Keras-Visualization
Neural network visualization tool after an optional model compression with parameter pruning: (integrated) gradients, guided/visual backpropagation, activation maps for the cao model on the IndianPines dataset
Language: Python - Size: 39 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 3
riccardomusmeci/saldet
Saliency Detection library (models, loss, utils) with PyTorch
Language: Python - Size: 4.46 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0
NeuroLIAA/sibs
Visual Search Model: A Bayesian model for visual search on natural scenes.
Language: MATLAB - Size: 397 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2
matlab-deep-learning/compare-gradient-attribution-maps
Sanity checks for comparing gradient attribution maps
Language: MATLAB - Size: 2.36 MB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1
zal0302/NASAL
The demo PyTorch implementation of Knowledge-Based System 2025 paper "Towards Efficient Salient Object Detection via U-Shape Architecture Search"
Language: Python - Size: 4.53 MB - Last synced at: 12 days ago - Pushed at: 18 days ago - Stars: 3 - Forks: 0
RuoyuGuo/Visualising-Image-Classification-Models-and-Saliency-Maps
implementation of Visualising Image Classification Models and Saliency Maps
Language: Jupyter Notebook - Size: 702 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1
mrcMlnr/PVCFA
PVCFA: Principal Variation Context Feature Attribution - Distributed Chess for Perturbation-based Saliency Maps
Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
Ankit-Kumar-Saini/Applications-of-Data-Science
Programming assignments to demonstrate the Applications of Data Science. These were completed as part of the Plaksha Tech Leaders Fellowship program.
Language: Jupyter Notebook - Size: 145 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
kpandey008/Visualizing-CNNs
This project aims to study the kind of representations learned by ConvNets at different layers.
Language: Jupyter Notebook - Size: 976 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
liuktc/ML4CV_XAI
Exams project for Master in AI at UNIBO
Language: Jupyter Notebook - Size: 101 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0
HoseinAzad/Saliency-prediction-pytorch
Deep convolutional network for saliency prediction, implemented by PyTorch
Language: Python - Size: 742 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Tajini-tech/Alzheimer-Web
Web application for 3D Visualization of Alzheimer's disease Signatures
Language: Jupyter Notebook - Size: 7.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sahagobinda/EPR
Official Code Repository for "Saliency Guided Experience Packing for Replay in Continual Learning"
Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
jacklyonlee/erms
Explainability and Robustness in Metric Space
Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
bourcierj/rdfia-tme9-visu-nn
Language: Jupyter Notebook - Size: 9.73 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
