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Learning Data Augmentation Strategies for Object Detection

Introduction

Learning Data Augmentation Strategies for Object Detection: https://arxiv.org/abs/1906.11172

@article{Zoph2019LearningDA,
title={Learning Data Augmentation Strategies for Object Detection},
author={Barret Zoph and Ekin Dogus Cubuk and Golnaz Ghiasi and Tsung-Yi Lin and Jonathon Shlens and Quoc V. Le},
journal={ArXiv},
year={2019},
volume={abs/1906.11172}
}

Model Zoo

Backbone	Type	AutoAug policy	Image/gpu	Lr schd	Inf time (fps)	Box AP	Mask AP	Download	Configs
ResNet50-vd-FPN	Faster	v1	2	3x	22.800	39.9	-	model	config
ResNet101-vd-FPN	Faster	v1	2	3x	17.652	42.5	-	model	config

README.md

Learning Data Augmentation Strategies for Object Detection

Introduction

Model Zoo