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Add LiteRT converted pvt_v2_b0

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  1. README.md +44 -0
  2. model.tflite +3 -0
README.md ADDED
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+ ---
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+ library_name: litert
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+ base_model: timm/pvt_v2_b0.in1k
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+ tags:
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+ - vision
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+ - image-classification
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+ datasets:
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+ - imagenet-1k
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+ ---
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+
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+ # pvt_v2_b0
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+
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+ Converted TIMM image classification model for LiteRT.
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+
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+ - Source architecture: pvt_v2_b0
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+ - File: model.tflite
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+
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+ ## Model Details
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+
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+ - **Model Type:** Image classification / feature backbone
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+ - **Model Stats:**
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+ - Params (M): 3.7
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+ - GMACs: 0.6
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+ - Activations (M): 8.0
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+ - Image size: 224 x 224
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+ - **Papers:**
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+ - PVT v2: Improved Baselines with Pyramid Vision Transformer: https://arxiv.org/abs/2106.13797
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+ - **Dataset:** ImageNet-1k
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+ - **Original:** https://github.com/whai362/PVT
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @article{wang2021pvtv2,
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+ title={Pvtv2: Improved baselines with pyramid vision transformer},
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+ author={Wang, Wenhai and Xie, Enze and Li, Xiang and Fan, Deng-Ping and Song, Kaitao and Liang, Ding and Lu, Tong and Luo, Ping and Shao, Ling},
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+ journal={Computational Visual Media},
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+ volume={8},
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+ number={3},
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+ pages={1--10},
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+ year={2022},
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+ publisher={Springer}
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+ }
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+ ```
model.tflite ADDED
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