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The Caltech-UCSD Birds-200-2011 Dataset

Wah, Catherine and Branson, Steve and Welinder, Peter and Perona, Pietro and Belongie, Serge (2011) The Caltech-UCSD Birds-200-2011 Dataset. Computation & Neural Systems Technical Report, CNS-TR. California Institute of Technology , Pasadena, CA. http://resolver.caltech.edu/CaltechAUTHORS:20111026-120541847

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Abstract

CUB-200-2011 is an extended version of CUB-200 [7], a challenging dataset of 200 bird species. The extended version roughly doubles the number of images per category and adds new part localization annotations. All images are annotated with bounding boxes, part locations, and at- tribute labels. Images and annotations were filtered by mul- tiple users of Mechanical Turk. We introduce benchmarks and baseline experiments for multi-class categorization and part localization.


Item Type:Report or Paper (Technical Report)
Related URLs:
URLURL TypeDescription
http://www.vision.caltech.edu/visipedia/CUB-200.htmlAuthorUNSPECIFIED
Additional Information:If you use CUB-200 in your work, please cite the technical report: Welinder P., Branson S., Mita T., Wah C., Schroff F., Belongie S., Perona, P. “Caltech-UCSD Birds 200”. California Institute of Technology. CNS-TR-2010-001. 2010.
Group:Computation & Neural Systems Technical Reports
Subject Keywords:Caltech-UCSD Birds 200 -- CUB-200 -- North American birds image dataset
Record Number:CaltechAUTHORS:20111026-120541847
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20111026-120541847
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:27452
Collection:CaltechAUTHORS
Deposited By: Shirley Johnson
Deposited On:26 Oct 2011 22:44
Last Modified:26 Dec 2012 14:20

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