visformer_small

visformer_small

Converted TIMM image classification model for LiteRT.

• Source architecture: visformer_small
• File: model.tflite

Model Details

• Model Type: Image classification / feature backbone
• Model Stats:
  • Params (M): 40.2
  • GMACs: 4.9
  • Activations (M): 11.4
  • Image size: 224 x 224
• Papers:
  • Visformer: The Vision-friendly Transformer: https://arxiv.org/abs/2104.12533
• Dataset: ImageNet-1k
• Original: https://github.com/danczs/Visformer

Citation

@inproceedings{chen2021visformer,
  title={Visformer: The vision-friendly transformer},
  author={Chen, Zhengsu and Xie, Lingxi and Niu, Jianwei and Liu, Xuefeng and Wei, Longhui and Tian, Qi},
  booktitle={Proceedings of the IEEE/CVF international conference on computer vision},
  pages={589--598},
  year={2021}
}