1.4 KiB
1.4 KiB
Res2Net: A New Multi-scale Backbone Architecture
Introduction
@article{gao2019res2net,
title={Res2Net: A New Multi-scale Backbone Architecture},
author={Gao, Shang-Hua and Cheng, Ming-Ming and Zhao, Kai and Zhang, Xin-Yu and Yang, Ming-Hsuan and Torr, Philip},
journal={IEEE TPAMI},
year={2021},
doi={10.1109/TPAMI.2019.2938758},
}
Pretrain model
The pre-trained models are converted from official repo.
ImageNet 1k
| Model | resolution | Params(M) | Flops(G) | Top-1 (%) | Top-5 (%) | Download |
|---|---|---|---|---|---|---|
| Res2Net-50-14w-8s* | 224x224 | 25.06 | 4.22 | 78.14 | 93.85 | model |
| Res2Net-50-26w-8s* | 224x224 | 48.40 | 8.39 | 79.20 | 94.36 | model |
| Res2Net-101-26w-4s* | 224x224 | 45.21 | 8.12 | 79.19 | 94.44 | model |
Models with * are converted from other repos.