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Computer Vision Metrics: Appendix B

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Bibliography references are set off with brackets, i.e. "[XXX]". For the corresponding bibliography entries, please click here.


Survey of Ground Truth Datasets

Table B-1 is a brief survey of public domain datasets in various categories, in no particular order. Note that many of the public domain datasets are freely available from universities and government agencies.

Table B-1. Public domain datasets

Name

Labelme

Description

Annotated scenes and objects

Categories

Over 30,000 images; comprehensive; hundreds of categories, including car, person, building, road, sidewalk, sky, tree

Contributions

Open to contributions

Tools and apps

Labelme app for iPhone to contribute to database

Key papers

[67][68]

Owner

MTI CSAIL

Link

http://new-labelme.csail.mit.edu/Release3.0/

Name

SUN

Description

Annotated scenes and objects

Categories

908 scene categories, 3,819 object categories,13,1072 objects, and growing

Contributions

Open to contributions

Tools and apps

Image classifier...