---
library_name: litert
base_model: timm/deit3_small_patch16_224.fb_in1k
tags:
  - vision
  - image-classification
datasets:
  - imagenet-1k
---

# 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

```bibtex
@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},
}
```
```bibtex
@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}}
}
```