person_monitor/dependence/PaddleDetection/static/configs/autoaugment

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