Datasets, Ground Truths and Metrics
November 2006 : Added images and more details about the competitions ! Take a look at this document for more informations about the competitions. Take also a look à the metrics definitions, and visit this page to know how to get the datasets.
The goal of these challenges is to recognize objects from a number of visual object classes in realistic scenes. It is fundamentally a supervised learning problem in that a training set of labelled images will be provided. The various object classes to research and the scenes observed depend on the datasets.
There will be two main competitions for each dataset :
- Some Classification Tasks
- Some Detection Tasks
For each of the 6 datasets, the tests might be slightly different. For more informations about each datasets test, please visit the links bellow.