Add LiteRT converted pvt_v2_b0
Browse files- README.md +44 -0
- model.tflite +3 -0
README.md
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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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# pvt_v2_b0
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Converted TIMM image classification model for LiteRT.
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- Source architecture: pvt_v2_b0
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- File: model.tflite
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## Model Details
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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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## Citation
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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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```
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model.tflite
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b136fa0e0ca416288809da3493cbc281987b7cb5b82ac8dad5a50da2ddf918d
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size 14791728
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