code_test/configs/swin

• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
• • Introduction
  • Results and models
  • • Mask R-CNN

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Introduction

@article{liu2021Swin,
    title={Swin Transformer: Hierarchical Vision Transformer using Shifted Windows},
    author={Liu, Ze and Lin, Yutong and Cao, Yue and Hu, Han and Wei, Yixuan and Zhang, Zheng and Lin, Stephen and Guo, Baining},
    journal={arXiv preprint arXiv:2103.14030},
    year={2021}
}

Results and models

Mask R-CNN

Backbone	Pretrain	Lr schd	Multi-scale crop	FP16	Mem (GB)	Inf time (fps)	box AP	mask AP	Config	Download
Swin-T	ImageNet-1K	1x	no	no	7.6		42.7	39.3	config	model | log
Swin-T	ImageNet-1K	3x	yes	no	10.2		46.0	41.6	config	model | log
Swin-T	ImageNet-1K	3x	yes	yes	7.8		46.0	41.7	config	model | log
Swin-S	ImageNet-1K	3x	yes	yes	11.9		48.2	43.2	config	model | log