deit3_small_patch16_224

deit3_small_patch16_224

Converted TIMM image classification model for LiteRT.

• Source architecture: deit3_small_patch16_224
• File: model.tflite

Model Details

• Model Type: Image classification / feature backbone
• Model Stats:
  • Params (M): 22.1
  • GMACs: 4.6
  • Activations (M): 11.9
  • Image size: 224 x 224
• Papers:
  • DeiT III: Revenge of the ViT: https://arxiv.org/abs/2204.07118
• Original: https://github.com/facebookresearch/deit
• Dataset: ImageNet-1k

Citation

@article{Touvron2022DeiTIR,
  title={DeiT III: Revenge of the ViT},
  author={Hugo Touvron and Matthieu Cord and Herve Jegou},
  journal={arXiv preprint arXiv:2204.07118},
  year={2022},
}

@misc{rw2019timm,
  author = {Ross Wightman},
  title = {PyTorch Image Models},
  year = {2019},
  publisher = {GitHub},
  journal = {GitHub repository},
  doi = {10.5281/zenodo.4414861},
  howpublished = {\url{https://github.com/huggingface/pytorch-image-models}}
}