Digital Embryos - Digital embryos are novel objects which may be used to develop and test object recognition systems. They have an organic appearance. (Formats: various formats are available on request)

MNIST handwritten digit database, Yann LeCun, Corinna Cortes and Chris Burges

The Street View House Numbers (SVHN) Dataset

CIFAR-10 and CIFAR-100 datasets

ImageNet

80 Million Tiny Images

One Hundred Million Creative Commons Flickr Images for Research

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The Berkeley Segmentation Dataset and Benchmark

UC Irvine Machine Learning Repository

Flickr 8k

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Microsoft COCO

Visual Question Answering

Image QA

AT&T Laboratories Cambridge face database

AVHRR Pathfinder

Amos Storkey

Storkey amos storkey information pages amos storkey is a reader associate professor in informatics at the university of edinburgh

Amsterdam Library of Object Images - ALOI is a color image collection of one-thousand small objects, recorded for scientific purposes. In order to capture the sensory variation in object recordings, we systematically varied viewing angle, illumination angle, and illumination color for each object, and additionally captured wide-baseline stereo images. We recorded over a hundred images of each object, yielding a total of 110,250 images for the collection. (Formats: png)

Annotated face, hand, cardiac & meat images - Most images & annotations are supplemented by various ASM/AAM analyses using the AAM-API. (Formats: bmp,asf)

IMM, DTU, Image Analysis and Computer Graphics

Brown University Stimuli - A variety of datasets including geons, objects, and "greebles". Good for testing recognition algorithms. (Formats: pict)

CAVIAR Test Case Scenarios

Machine Vision Unit, Edinburgh

CCITT Fax standard images - 8 images (Formats: gif)

CMU CIL's Stereo Data with Ground Truth - 3 sets of 11 images, including color tiff images with spectroradiometry (Formats: gif, tiff)

The CMU Multi-PIE Face Database

CMU VASC Image Database - Images, sequences, stereo pairs (thousands of images) (Formats: Sun Rasterimage)

Computational Vision: Archive

Columbia-Utrecht Reflectance and Texture Database - Texture and reflectance measurements for over 60 samples of 3D texture, observed with over 200 different combinations of viewing and illumination directions. (Formats: bmp)

Computational Vision Lab

Computational Vision Lab

Index of /groundtruth

Object and Concept Recognition for Content-Based Image Retrieval

Densely Sampled View Spheres - Densely sampled view spheres - upper half of the view sphere of two toy objects with 2500 images each. (Formats: tiff)

Lehrstuhl für Computergraphik | Informatik VII | TU Dortmund - Lehrstuhl für Computergraphik

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Kersten Lab

gastrointestinalatlas.com - El Atlas Gastrointestinal