apple / coreml-sam2-tiny

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Total runs: 231
24-hour runs: -13
7-day runs: -84
30-day runs: -43
Model's Last Updated: September 12 2024
mask-generation

Introduction of coreml-sam2-tiny

Model Details of coreml-sam2-tiny

SAM2 Tiny Core ML

SAM 2 (Segment Anything in Images and Videos), is a collection of foundation models from FAIR that aim to solve promptable visual segmentation in images and videos. See the SAM 2 paper for more information.

This is the Core ML version of SAM 2 Tiny , and is suitable for use with the SAM2 Studio demo app . It was converted in float16 precision using this fork of the original code repository.

Download

Install huggingface-cli

brew install huggingface-cli
huggingface-cli download --local-dir models coreml-projects/coreml-sam2-tiny
Citation

To cite the paper, model, or software, please use the below:

@article{ravi2024sam2,
  title={SAM 2: Segment Anything in Images and Videos},
  author={Ravi, Nikhila and Gabeur, Valentin and Hu, Yuan-Ting and Hu, Ronghang and Ryali, Chaitanya and Ma, Tengyu and Khedr, Haitham and R{\"a}dle, Roman and Rolland, Chloe and Gustafson, Laura and Mintun, Eric and Pan, Junting and Alwala, Kalyan Vasudev and Carion, Nicolas and Wu, Chao-Yuan and Girshick, Ross and Doll{\'a}r, Piotr and Feichtenhofer, Christoph},
  journal={arXiv preprint arXiv:2408.00714},
  url={https://arxiv.org/abs/2408.00714},
  year={2024}
}

Runs of apple coreml-sam2-tiny on huggingface.co

231
Total runs
-13
24-hour runs
-55
3-day runs
-84
7-day runs
-43
30-day runs

More Information About coreml-sam2-tiny huggingface.co Model

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coreml-sam2-tiny huggingface.co

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coreml-sam2-tiny install

coreml-sam2-tiny is an open source model from GitHub that offers a free installation service, and any user can find coreml-sam2-tiny on GitHub to install. At the same time, huggingface.co provides the effect of coreml-sam2-tiny install, users can directly use coreml-sam2-tiny installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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