IEEE - Institute of Electrical and Electronics Engineers, Inc. - Training Region-Based Object Detectors with Online Hard Example Mining

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Abhinav Shrivastava ; Abhinav Gupta ; Ross Girshick
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 761 - 769
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.89
Regular:

The field of object detection has made significant advances riding on the wave of region-based ConvNets, but their training procedure still includes many heuristics and hyperparameters that are... View More

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