A new dataset of dog breed images and a benchmark for finegrained classification

Abstract In this paper, we introduce an image dataset for fine-grained classification of dog breeds: the Tsinghua Dogs Dataset. It is currently the largest dataset for fine-grained classification of dogs, including 130 dog breeds and 70,428 real-world images. It has only one dog in each image and pr...

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Bibliographic Details
Main Authors: Ding-Nan Zou, Song-Hai Zhang, Tai-Jiang Mu, Min Zhang
Format: Article
Language:English
Published: SpringerOpen 2020-10-01
Series:Computational Visual Media
Subjects:
dog
Online Access:https://doi.org/10.1007/s41095-020-0184-6