91 lines
4.4 KiB
Markdown
91 lines
4.4 KiB
Markdown
awesome-datasets
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================
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A curated list of awesome datasets for papers/experiments/validation.
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- [Awesome Datasets](#awesome-datasets)
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- [Classification](#classification)
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- [Semi-Supervised](#semi-supervised)
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- [Regression](#regression)
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- [Time-Series](#time-series)
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- [Unsupervised (clustering)](#unsupervised)
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- [Face Recognition](#face-recognition)
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- [Image Processing](#image-processing)
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- [Handwriting Recognition](#handwriting-recognition)
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- [Text Classification](#text-classification)
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## Classification
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*Datasets for classification.*
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* [KEEL - General](http://sci2s.ugr.es/keel/category.php?cat=clas) - General classification datasets.
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* [KEEL - Missing-values](http://sci2s.ugr.es/keel/missing.php) - Missing values datasets.
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* [KEEL - Imbalanced datasets](http://sci2s.ugr.es/keel/imbalanced.php) - Imbalanced datasets for classification.
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* [KEEL - Multi-label](http://sci2s.ugr.es/keel/multilabel.php) - Multi-label datasets.
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* [KEEL - Class noise](http://sci2s.ugr.es/keel/classNoise.php) - Datasets with class noise.
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* [KEEL - Attribute noise](http://sci2s.ugr.es/keel/attributeNoise.php) - Datasets with attribute noise.
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## Semi-Supervised
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*Datasets for semi-supervised applications.*
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* [KEEL - semi-supervised](http://sci2s.ugr.es/keel/semisupervised.php) - Datasets for semi-supervised experiments.
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* [KEEL - semi-supervised](http://sci2s.ugr.es/keel/semisupervised.php) - Datasets for semi-supervised experiments.
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## Regression
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*Datasets for regression applications.*
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* [KEEL - regression](http://sci2s.ugr.es/keel/category.php?cat=reg) - Datasets for regression experiments.
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## Time series
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*Datasets for time-series problems.*
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* [KEEL - time-series](http://sci2s.ugr.es/keel/category.php?cat=reg) - Datasets for time-series experiments.
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## Face Recognition
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*Face Recognition datasets.*
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* [JAFFE](http://kasrl.org/jaffe.html) - The Japanese Female Facial Expression (JAFFE) Database.
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* [Carnegie Mellon](http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-8/faceimages/) - Datasets from theo-8 projects at Carnegie Mellon University.
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* [Yale Face Database](http://vision.ucsd.edu/content/yale-face-database) - Datasets for facial expression (happy, sad, angry...) recognition.
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* [Cohn-Kanade](http://www.pitt.edu/~emotion/ck-spread.htm) - The Cohn-Kanade AU-Coded Facial Expression Database is for research in automatic facial image analysis and synthesis and for perceptual studies.
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* [AR face Database](http://www2.ece.ohio-state.edu/~aleix/ARdatabase.html) - Different facial expressions, illumination conditions and occlusions.
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* [Face Detection CBCL](http://cbcl.mit.edu/software-datasets/FaceData2.html) - Face Detection Data from MIT.
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* [Face Recognition LFW](http://vis-www.cs.umass.edu/lfw/) - Face Recognition from UMASS.
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* [Face Recognition ORL](http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html) - Face Recognition from AT&T.
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## Image Processing
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*Image Processing.*
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* [Microsoft - Salient Object Database](http://research.microsoft.com/en-us/um/people/jiansun/SalientObject/salient_object.htm) - MSRA Salient Object Database.
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* [IVRG - Salient Object Database](http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/) - Frequency-tuned Salient Region Detection.
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* [ICDAR - Robust Reading](http://dag.cvc.uab.es/icdar2013competition/?com=introduction) - Robust Reading Competition.
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* [Brodatz - Texture Recognition](http://www.ux.uis.no/~tranden/brodatz.html) - Texture Recognition.
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* [Vistex - Texture Recognition](http://vismod.media.mit.edu/vismod/imagery/VisionTexture/vistex.html) - Texture Recognition.
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* [Caltech - Object Categorization](http://www.vision.caltech.edu/Image_Datasets/Caltech101/) - Object Categorization from Caltech101.
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* [Marcel - Gesture Recognition](http://www.idiap.ch/resource/gestures/) - Gesture Recognition from Marcel.
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* [RPPDI - Gesture Recognition](http://rppdi.ecomp.poli.br/gesture/database/) - Gesture Recognition from RPPDI.
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## Handwriting Recognition
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*Handwriting Recognition*
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* [MNIST - Database of Handwritten Digits](http://yann.lecun.com/exdb/mnist/) - THE MNIST DATABASE of handwritten digits.
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## Text Classification
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*Text Classification*
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* [20 Newsgroups](http://qwone.com/~jason/20Newsgroups/) - The 20 newsgroups text dataset.
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* [Reuters-21578](https://archive.ics.uci.edu/ml/datasets/Reuters-21578+Text+Categorization+Collection) - Reuters-21578 Text Categorization Collection Data Set
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[datasets.md Github](https://github.com/viisar/awesome-datasets
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)
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