keras-io / mobile-vit-xxs

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Total runs: 5
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30-day runs: -3
Model's Last Updated: July 05 2024
image-classification

Introduction of mobile-vit-xxs

Model Details of mobile-vit-xxs

Image Classification using MobileViT

This repo contains the model and the notebook to this Keras example on MobileViT .

Full credits to: Sayak Paul

Background Information

MobileViT architecture (Mehta et al.), combines the benefits of Transformers (Vaswani et al.) and convolutions. With Transformers, we can capture long-range dependencies that result in global representations. With convolutions, we can capture spatial relationships that model locality.

Besides combining the properties of Transformers and convolutions, the authors introduce MobileViT as a general-purpose mobile-friendly backbone for different image recognition tasks. Their findings suggest that, performance-wise, MobileViT is better than other models with the same or higher complexity (MobileNetV3, for example), while being efficient on mobile devices.

Training Data

The model is trained on a tf_flowers dataset

Runs of keras-io mobile-vit-xxs on huggingface.co

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More Information About mobile-vit-xxs huggingface.co Model

More mobile-vit-xxs license Visit here:

https://choosealicense.com/licenses/cc0-1.0

mobile-vit-xxs huggingface.co

mobile-vit-xxs huggingface.co is an AI model on huggingface.co that provides mobile-vit-xxs's model effect (), which can be used instantly with this keras-io mobile-vit-xxs model. huggingface.co supports a free trial of the mobile-vit-xxs model, and also provides paid use of the mobile-vit-xxs. Support call mobile-vit-xxs model through api, including Node.js, Python, http.

mobile-vit-xxs huggingface.co Url

https://huggingface.co/keras-io/mobile-vit-xxs

keras-io mobile-vit-xxs online free

mobile-vit-xxs huggingface.co is an online trial and call api platform, which integrates mobile-vit-xxs's modeling effects, including api services, and provides a free online trial of mobile-vit-xxs, you can try mobile-vit-xxs online for free by clicking the link below.

keras-io mobile-vit-xxs online free url in huggingface.co:

https://huggingface.co/keras-io/mobile-vit-xxs

mobile-vit-xxs install

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

mobile-vit-xxs install url in huggingface.co:

https://huggingface.co/keras-io/mobile-vit-xxs

Url of mobile-vit-xxs

mobile-vit-xxs huggingface.co Url

Provider of mobile-vit-xxs huggingface.co

keras-io
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