123 lines
5.4 KiB
HTML
123 lines
5.4 KiB
HTML
<h1 id="awesome-datasets">awesome-datasets</h1>
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<p>A curated list of awesome datasets for
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papers/experiments/validation.</p>
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<ul>
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<li><a href="#awesome-datasets">Awesome Datasets</a>
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<ul>
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<li><a href="#classification">Classification</a></li>
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<li><a href="#semi-supervised">Semi-Supervised</a></li>
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<li><a href="#regression">Regression</a></li>
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<li><a href="#time-series">Time-Series</a></li>
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<li><a href="#unsupervised">Unsupervised (clustering)</a></li>
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<li><a href="#face-recognition">Face Recognition</a></li>
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<li><a href="#image-processing">Image Processing</a></li>
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<li><a href="#handwriting-recognition">Handwriting Recognition</a></li>
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<li><a href="#text-classification">Text Classification</a></li>
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</ul></li>
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</ul>
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<h2 id="classification">Classification</h2>
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<p><em>Datasets for classification.</em></p>
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<ul>
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<li><a href="http://sci2s.ugr.es/keel/category.php?cat=clas">KEEL -
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General</a> - General classification datasets.</li>
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<li><a href="http://sci2s.ugr.es/keel/missing.php">KEEL -
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Missing-values</a> - Missing values datasets.</li>
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<li><a href="http://sci2s.ugr.es/keel/imbalanced.php">KEEL - Imbalanced
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datasets</a> - Imbalanced datasets for classification.</li>
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<li><a href="http://sci2s.ugr.es/keel/multilabel.php">KEEL -
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Multi-label</a> - Multi-label datasets.</li>
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<li><a href="http://sci2s.ugr.es/keel/classNoise.php">KEEL - Class
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noise</a> - Datasets with class noise.</li>
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<li><a href="http://sci2s.ugr.es/keel/attributeNoise.php">KEEL -
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Attribute noise</a> - Datasets with attribute noise.</li>
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</ul>
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<h2 id="semi-supervised">Semi-Supervised</h2>
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<p><em>Datasets for semi-supervised applications.</em></p>
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<ul>
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<li><a href="http://sci2s.ugr.es/keel/semisupervised.php">KEEL -
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semi-supervised</a> - Datasets for semi-supervised experiments.</li>
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<li><a href="http://sci2s.ugr.es/keel/semisupervised.php">KEEL -
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semi-supervised</a> - Datasets for semi-supervised experiments.</li>
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</ul>
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<h2 id="regression">Regression</h2>
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<p><em>Datasets for regression applications.</em></p>
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<ul>
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<li><a href="http://sci2s.ugr.es/keel/category.php?cat=reg">KEEL -
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regression</a> - Datasets for regression experiments.</li>
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</ul>
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<h2 id="time-series">Time series</h2>
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<p><em>Datasets for time-series problems.</em></p>
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<ul>
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<li><a href="http://sci2s.ugr.es/keel/category.php?cat=reg">KEEL -
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time-series</a> - Datasets for time-series experiments.</li>
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</ul>
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<h2 id="face-recognition">Face Recognition</h2>
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<p><em>Face Recognition datasets.</em></p>
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<ul>
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<li><a href="http://kasrl.org/jaffe.html">JAFFE</a> - The Japanese
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Female Facial Expression (JAFFE) Database.</li>
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<li><a
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href="http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-8/faceimages/">Carnegie
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Mellon</a> - Datasets from theo-8 projects at Carnegie Mellon
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University.</li>
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<li><a href="http://vision.ucsd.edu/content/yale-face-database">Yale
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Face Database</a> - Datasets for facial expression (happy, sad, angry…)
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recognition.</li>
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<li><a href="http://www.pitt.edu/~emotion/ck-spread.htm">Cohn-Kanade</a>
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- The Cohn-Kanade AU-Coded Facial Expression Database is for research in
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automatic facial image analysis and synthesis and for perceptual
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studies.</li>
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<li><a href="http://www2.ece.ohio-state.edu/~aleix/ARdatabase.html">AR
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face Database</a> - Different facial expressions, illumination
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conditions and occlusions.</li>
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<li><a href="http://cbcl.mit.edu/software-datasets/FaceData2.html">Face
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Detection CBCL</a> - Face Detection Data from MIT.</li>
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<li><a href="http://vis-www.cs.umass.edu/lfw/">Face Recognition LFW</a>
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- Face Recognition from UMASS.</li>
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<li><a
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href="http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html">Face
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Recognition ORL</a> - Face Recognition from AT&T.</li>
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</ul>
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<h2 id="image-processing">Image Processing</h2>
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<p><em>Image Processing.</em></p>
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<ul>
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<li><a
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href="http://research.microsoft.com/en-us/um/people/jiansun/SalientObject/salient_object.htm">Microsoft
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- Salient Object Database</a> - MSRA Salient Object Database.</li>
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<li><a
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href="http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/">IVRG -
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Salient Object Database</a> - Frequency-tuned Salient Region
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Detection.</li>
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<li><a
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href="http://dag.cvc.uab.es/icdar2013competition/?com=introduction">ICDAR
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- Robust Reading</a> - Robust Reading Competition.</li>
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<li><a href="http://www.ux.uis.no/~tranden/brodatz.html">Brodatz -
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Texture Recognition</a> - Texture Recognition.</li>
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<li><a
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href="http://vismod.media.mit.edu/vismod/imagery/VisionTexture/vistex.html">Vistex
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- Texture Recognition</a> - Texture Recognition.</li>
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<li><a
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href="http://www.vision.caltech.edu/Image_Datasets/Caltech101/">Caltech
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- Object Categorization</a> - Object Categorization from
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Caltech101.</li>
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<li><a href="http://www.idiap.ch/resource/gestures/">Marcel - Gesture
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Recognition</a> - Gesture Recognition from Marcel.</li>
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<li><a href="http://rppdi.ecomp.poli.br/gesture/database/">RPPDI -
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Gesture Recognition</a> - Gesture Recognition from RPPDI.</li>
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</ul>
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<h2 id="handwriting-recognition">Handwriting Recognition</h2>
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<p><em>Handwriting Recognition</em></p>
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<ul>
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<li><a href="http://yann.lecun.com/exdb/mnist/">MNIST - Database of
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Handwritten Digits</a> - THE MNIST DATABASE of handwritten digits.</li>
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</ul>
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<h2 id="text-classification">Text Classification</h2>
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<p><em>Text Classification</em></p>
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<ul>
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<li><a href="http://qwone.com/~jason/20Newsgroups/">20 Newsgroups</a> -
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The 20 newsgroups text dataset.</li>
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<li><a
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href="https://archive.ics.uci.edu/ml/datasets/Reuters-21578+Text+Categorization+Collection">Reuters-21578</a>
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- Reuters-21578 Text Categorization Collection Data Set</li>
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</ul>
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