This website provides a list of frequently used computer vision datasets. Wait, there is more!
There is also a description containing common problems, pitfalls and characteristics and now a searchable TAG cloud.
Plus, this is open for crowd editing (if you pass the ultimate turing test)! - Questions? yacvid [at] hayko [dot] at
Content, Design and Idea © by Hayko Riemenschneider, 2011-2018. Texts and Images are subject of copyright by the respective authors.
Hey! If you're reading this, why not help and update the description of the dataset you're working on? Add a new dataset! Yay!
«showing 697 tags of 697 total tags for 495 datasets (1.41) »
|493||Smartphone Image Denoising Dataset (SIDD)||Using this procedure, we have captured a dataset, the Smartphone Image Denoising Dataset (SIDD), of ~30,000 noisy images from 10 scenes under different lighting...||denoising noise real photograph image synthetic quality benchmark groundtruth||link||2019-05-10||87|
|492||The Darmstadt Noise Dataset||Lacking realistic ground truth data, image denoising techniques are traditionally evaluated on images corrupted by synthesized i. i. d. Gaussian noise. This is...||denoising noise real photograph image synthetic quality benchmark||link||2019-03-16||37|
|464||vegetation synthetic real||Data from: Intercomparison of photogrammetry software for three-dimensional vegetation modelling Probst A, Gatziolis D, Strigul N Date Published: June 12,...||vegetation synthetic real 3d model reconstruction software benchmark plant||link||2018-08-09||149|
|455||Darmstadt Noise Dataset||The Darmstadt Noise dataset provides a benchmark for denoising performance. Lacking realistic ground truth data, image denoising techniques are traditionally e...||noise denoising benchmark high-resolution groundtruth iso natural real||link||2019-03-18||252|
|388||Open Images Dataset v4 new||Today, we introduce Open Images, a dataset consisting of ~9 million URLs to images that have been annotated with labels spanning over 6000 categories. We tried ...||classification large-scale category real image deep annotation automatic benchmark boundingbox||link||2018-09-11||663|
|289||ETHZ CVL Clust||MICCAI 2015 Challenge on Liver Ultrasound Tracking Munich, October 9, 2015 (Full Day) Outline Ultrasound (US) imaging is a widely used medical imaging techn...||medical liver tracking ultrasound therapy human organ benchmark real||link||2015-06-19||877|
|262||PHOS (Evaluating illumination invariance)||Phos is a color image database of 15 scenes captured under different illumination conditions. Every scene of the database contains 15 different images: 9 images...||illumination invariance, real lighting condition, uneven illumination, shadow, feature detection||link||2018-03-22||1074|
|254||ChokePoint Dataset||We collected a video dataset, termed ChokePoint, designed for experiments in person identification/verification under real-world surveillance conditions using e...||human pedestrian identification recognition multiview sequence face detection real world surveillance clustering||link||2015-05-02||1736|
|253||Street View House Number (SVHN)||SVHN is a real-world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data preprocessing and formatti...||street number recognition classification urban detection text real world||link||2017-11-28||1285|
|174||Pittsburgh Fast-food Image dataset||The Pittsburgh Fast-food Image dataset (PFID) consists of 4545 still images, 606 stereo pairs, 3033600 videos for structure from motion, and 27 privacy-preservi...||food recognition classification reconstruction video laboratory real||link||2018-05-30||2503|