Baolong123-long/awesome-ml-resources

Discover top free machine learning resources, including courses, books, and tutorials. Perfect for beginners and experienced learners alike. 🌟💻

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lartpang/PySODMetrics

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

Language: Python - Size: 249 KB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 177 - Forks: 21

DFKI-NLP/thermostat

Collection of NLP model explanations and accompanying analysis tools

Language: Jsonnet - Size: 1.37 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 144 - Forks: 8

liuktc/ML4CV_XAI

Exams project for Master in AI at UNIBO

Language: Jupyter Notebook - Size: 101 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

Language: Python - Size: 97.1 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 325 - Forks: 45

altamiracorp/awesome-xai

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

Size: 220 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 161 - Forks: 15

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: about 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

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: about 1 month ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 2

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: 3 months ago - Pushed at: 4 months ago - Stars: 31 - Forks: 3

lartpang/MINet

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

Language: Python - Size: 951 KB - Last synced at: 3 months 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: 3 months ago - Pushed at: about 1 year ago - Stars: 191 - Forks: 50

novice03/timm-vis 📦

Visualizer for PyTorch image models

Language: Jupyter Notebook - Size: 9.01 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 44 - Forks: 2

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: 2 months ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 6

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: 5 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

matlab-deep-learning/compare-gradient-attribution-maps

Sanity checks for comparing gradient attribution maps

Language: MATLAB - Size: 2.36 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

Information-Fusion-Lab-Umass/Salient-Pedestrian-Detection

Size: 2.34 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 37 - Forks: 9

wenguanwang/SODsurvey

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

Size: 14.8 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 382 - Forks: 69

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

NeuroLIAA/sibs

Visual Search Model: A Bayesian model for visual search on natural scenes.

Language: MATLAB - Size: 397 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

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: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

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: about 5 years ago - Stars: 68 - Forks: 16

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: over 5 years ago - Stars: 7 - Forks: 3

HoseinAzad/Saliency-prediction-pytorch

Deep convolutional network for saliency prediction, implemented by PyTorch

Language: Python - Size: 742 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years 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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

riccardomusmeci/saldet

Saliency Detection library (models, loss, utils) with PyTorch

Language: Python - Size: 4.46 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

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: 3 months ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 0

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

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

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: about 2 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

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

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: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - 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: about 3 years ago - Stars: 0 - 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: over 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: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

bourcierj/rdfia-tme9-visu-nn

Language: Jupyter Notebook - Size: 9.73 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0