---
tags:
- image-classification
library_name: coreml
license: other
license_name: apple-ascl
license_link: LICENSE
datasets:
- imagenet-1k
---
# FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization

Please observe [original license](https://github.com/apple/ml-fastvit/blob/8af5928238cab99c45f64fc3e4e7b1516b8224ba/LICENSE).

## Model Details
- **Model Type:** Image classification / feature backbone
- **Model Stats:**
  - Params (M): 4.0
  - GMACs: 0.7
  - Activations (M): 8.6
  - Image size: 256 x 256
- **Papers:**
  - FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization: https://arxiv.org/abs/2303.14189
- **Original:** https://github.com/apple/ml-fastvit
- **Dataset:** ImageNet-1k

## Citation
```bibtex
@inproceedings{vasufastvit2023,
  author = {Pavan Kumar Anasosalu Vasu and James Gabriel and Jeff Zhu and Oncel Tuzel and Anurag Ranjan},
  title = {FastViT:  A Fast Hybrid Vision Transformer using Structural Reparameterization},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  year = {2023}
}
```