Towards Automated Computer Vision: Analysis of the AutoCV Challenges 2019

Zhengying Liu,Zhen Xu,Sergio Escalera,Isabelle Guyon, Julio CS Jacques Junior,Meysam Madadi,Adrien Pavao,Sebastien Treguer,Wei-Wei Tu

Pattern Recognition Letters（2020）

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摘要

•Review of AutoCV challenges, which propose a novel any-time metric.•Winner solutions with good generalisability are open-sourced.•Data augmentation has proven to help gain any-time performance.•Any-time metric has proven to be strictly harder than fix-time metric.•An enriching repository of 25 datasets are formatted to enable meta-learning research.

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关键词

Computer vision,AutoML,Deep learning

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