timm
/

Image Classification
timm
PyTorch
Safetensors
rwightman HF staff commited on
Commit
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1 Parent(s): 1348548
Files changed (3) hide show
  1. README.md +37 -0
  2. config.json +35 -0
  3. pytorch_model.bin +3 -0
README.md ADDED
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+ ---
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+ tags:
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+ - image-classification
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+ - timm
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+ library_tag: timm
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+ license: apache-2.0
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+ ---
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+ # Model card for convnext_tiny.in12k
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+
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+ A ConvNeXt image classification model. Trained on ImageNet-12k (a 11821 class subset of full ImageNet-22k) by Ross Wightman.
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+
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+ ImageNet-12k training done on TPUs thanks to support of the [TRC](https://sites.research.google/trc/about/) program.
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+
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+
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+ ## Model Details
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+ - **Model Type:** Image classification / feature backbone
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+
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+ ## Citation
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+ ```
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+ @misc{rw2019timm,
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+ author = {Ross Wightman},
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+ title = {PyTorch Image Models},
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+ year = {2019},
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+ publisher = {GitHub},
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+ journal = {GitHub repository},
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+ doi = {10.5281/zenodo.4414861},
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+ howpublished = {\url{https://github.com/rwightman/pytorch-image-models}}
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+ }
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+ ```
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+ ```
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+ @article{liu2022convnet,
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+ author = {Zhuang Liu and Hanzi Mao and Chao-Yuan Wu and Christoph Feichtenhofer and Trevor Darrell and Saining Xie},
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+ title = {A ConvNet for the 2020s},
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+ journal = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
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+ year = {2022},
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+ }
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+ ```
config.json ADDED
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+ {
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+ "architecture": "convnext_tiny",
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+ "num_classes": 11821,
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+ "num_features": 768,
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+ "pretrained_cfg": {
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+ "tag": "in12k",
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+ "custom_load": false,
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+ "input_size": [
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+ 3,
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+ 224,
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+ 224
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+ ],
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+ "fixed_input_size": false,
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+ "interpolation": "bicubic",
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+ "crop_pct": 0.95,
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+ "crop_mode": "center",
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "num_classes": 11821,
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+ "pool_size": [
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+ 7,
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+ 7
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+ ],
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+ "first_conv": "stem.0",
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+ "classifier": "head.fc"
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+ }
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+ }
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