awesome-datasets

Dataset catalog

A curated list of high-quality datasets for various machine learning applications.

A curated list of awesome datasets for papers/experiments/validation.

GitHub

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awesome-datasets / Classification

KEEL - General General classification datasets
KEEL - Missing-values Missing values datasets
KEEL - Imbalanced datasets Imbalanced datasets for classification
KEEL - Multi-label Multi-label datasets
KEEL - Class noise Datasets with class noise
KEEL - Attribute noise Datasets with attribute noise

awesome-datasets / Semi-Supervised

KEEL - semi-supervised Datasets for semi-supervised experiments
KEEL - semi-supervised Datasets for semi-supervised experiments

awesome-datasets / Regression

KEEL - regression Datasets for regression experiments

awesome-datasets / Time series

KEEL - time-series Datasets for time-series experiments

awesome-datasets / Face Recognition

JAFFE The Japanese Female Facial Expression (JAFFE) Database
Carnegie Mellon Datasets from theo-8 projects at Carnegie Mellon University
Yale Face Database Datasets for facial expression (happy, sad, angry...) recognition
Cohn-Kanade The Cohn-Kanade AU-Coded Facial Expression Database is for research in automatic facial image analysis and synthesis and for perceptual studies
AR face Database Different facial expressions, illumination conditions and occlusions
Face Detection CBCL Face Detection Data from MIT
Face Recognition LFW Face Recognition from UMASS
Face Recognition ORL Face Recognition from AT&T

awesome-datasets / Image Processing

Microsoft - Salient Object Database MSRA Salient Object Database
IVRG - Salient Object Database Frequency-tuned Salient Region Detection
ICDAR - Robust Reading Robust Reading Competition
Brodatz - Texture Recognition Texture Recognition
Vistex - Texture Recognition Texture Recognition
Caltech - Object Categorization Object Categorization from Caltech101
Marcel - Gesture Recognition Gesture Recognition from Marcel
RPPDI - Gesture Recognition Gesture Recognition from RPPDI

awesome-datasets / Handwriting Recognition

MNIST - Database of Handwritten Digits THE MNIST DATABASE of handwritten digits

awesome-datasets / Text Classification

20 Newsgroups The 20 newsgroups text dataset
Reuters-21578 Reuters-21578 Text Categorization Collection Data Set

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