pytorch-image-models/docs/models/.templates/models/ecaresnet.md

ECA-ResNet

An ECA ResNet is a variant on a ResNet that utilises an Efficient Channel Attention module. Efficient Channel Attention is an architectural unit based on squeeze-and-excitation blocks that reduces model complexity without dimensionality reduction.

{% include 'code_snippets.md' %}

How do I train this model?

You can follow the timm recipe scripts for training a new model afresh.

Citation

@misc{wang2020ecanet,
      title={ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks}, 
      author={Qilong Wang and Banggu Wu and Pengfei Zhu and Peihua Li and Wangmeng Zuo and Qinghua Hu},
      year={2020},
      eprint={1910.03151},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}