Improve Hugging Face Documentation for SAM2 #578
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This PR improves the Hugging Face model loading section in the README by adding a clearer explanation of what Hugging Face is, why it's useful for SAM2, and when to use it. It expands the installation instructions for both GPU and CPU environments, includes best practices for caching models and managing versions, and provides troubleshooting steps for common issues like CUDA errors. These updates aim to make it easier for users to integrate Hugging Face with SAM2 while ensuring a smoother experience.