Update banners for YOLOv8 release v8.1.0 (#12605)
* Auto-format by Ultralytics actions * updated git banner * Update README.md Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update README.zh-CN.md Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> --------- Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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# Flask REST API
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[REST](https://en.wikipedia.org/wiki/Representational_state_transfer) [API](https://en.wikipedia.org/wiki/API)s are
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commonly used to expose Machine Learning (ML) models to other services. This folder contains an example REST API
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created using Flask to expose the YOLOv5s model from [PyTorch Hub](https://pytorch.org/hub/ultralytics_yolov5/).
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[REST](https://en.wikipedia.org/wiki/Representational_state_transfer) [API](https://en.wikipedia.org/wiki/API)s are commonly used to expose Machine Learning (ML) models to other services. This folder contains an example REST API created using Flask to expose the YOLOv5s model from [PyTorch Hub](https://pytorch.org/hub/ultralytics_yolov5/).
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## Requirements
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]
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```
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An example python script to perform inference using [requests](https://docs.python-requests.org/en/master/) is given
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in `example_request.py`
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An example python script to perform inference using [requests](https://docs.python-requests.org/en/master/) is given in `example_request.py`
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