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add demo gif (open-edge-platform#790)
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README.md

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Visual prompting offers a powerful alternative to traditional training. Instead of curating thousands of labeled images, you simply show the model one or a few examples of what you are looking for. The model effectively "learns" instantly, detecting and segmenting similar objects in new images or live video streams without retraining.
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<image src="https://github.com/user-attachments/assets/2447ac7c-cfac-41b0-89b6-381325465f2c"/>
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## Key Features
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- **Library & Application**: A unified framework providing a **modular Python library** for research and development, and a **Full-Stack Application** for deploying those algorithms on live video streams.

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