awesome-datasets

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

• Awesome Datasets
  • Classification
  • Semi-Supervised
  • Regression
  • Time-Series
  • Unsupervised (clustering)
  • Face Recognition
  • Image Processing
  • Handwriting Recognition
  • Text Classification

Classification

Datasets for 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.

Semi-Supervised

Datasets for semi-supervised applications.

• KEEL - semi-supervised - Datasets for semi-supervised experiments.
• KEEL - semi-supervised - Datasets for semi-supervised experiments.

Regression

Datasets for regression applications.

• KEEL - regression - Datasets for regression experiments.

Time series

Datasets for time-series problems.

• KEEL - time-series - Datasets for time-series experiments.

Face Recognition

Face Recognition datasets.

• 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.

Image Processing

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.

Handwriting Recognition

Handwriting Recognition

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

Text Classification

Text Classification

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