metadata

tags:
  - image-classification
  - timm
library_tag: timm
license: apache-2.0

Model card for convnext_nano.in12k

A ConvNeXt image classification model. Trained on ImageNet-12k (a 11821 class subset of full ImageNet-22k) by Ross Wightman.

ImageNet-12k training done on TPUs thanks to support of the TRC program.

Model Details

Model Type: Image classification / feature backbone

Citation

@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/rwightman/pytorch-image-models}}
}

@article{liu2022convnet,
  author  = {Zhuang Liu and Hanzi Mao and Chao-Yuan Wu and Christoph Feichtenhofer and Trevor Darrell and Saining Xie},
  title   = {A ConvNet for the 2020s},
  journal = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year    = {2022},
}