| 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}} | |
| } | |
| ``` | |