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Rethinking ImageNet Pre-training

Introduction

@article{he2018rethinking,
  title={Rethinking imagenet pre-training},
  author={He, Kaiming and Girshick, Ross and Doll{\'a}r, Piotr},
  journal={arXiv preprint arXiv:1811.08883},
  year={2018}
}

Results and Models

Model Backbone Style Lr schd box AP mask AP Download
Faster R-CNN R-50-FPN pytorch 6x 40.1 - model
Mask R-CNN R-50-FPN pytorch 6x 41.0 37.4 model

Note:

  • The above models are trained with 16 GPUs.