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 516 datasets (1.35) »
|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||2020-05-03||982|
|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||342|
|461||wilddash robust||The WildDash Benchmark provides a dataset and benchmark for semantic and instance segmentation. We aim to improve the expressiveness of performance evaluation f...||robust segmentation noise environment lighting fog semantic autonomous||link||2018-06-26||585|
|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||664|
|435||Shadow Detection/Texture Segmentation||The Shadow Detection/Texture Segmentation Computer Vision Dataset is focused around texture analysis, so each image sequence contains shadows moving in front o...||shadow segmentation texture detection artificial 3d virtual noise illumination||link||2018-11-20||662|
|351||CMLA Subpixel Stereo Dataset||A 66 stereo pairs dataset with their subpixel ground truths. The construction and improvement of algorithms for subpixel stereovision requires very precise t...||stereo stereo vision subpixel groundtruth 3D pointcloud noise depth||link||2020-05-17||1244|
|344||Unimore - YACCLAB dataset||The YACCLAB dataset includes both synthetic and real binary images and is suitable for a wide range of applications, ranging from document processing to survail...||Labeling Binary Text Medical Fingerprint Video Surveillance Natural Random Noise||link||2019-01-03||986|