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How to achieve high accuracy in automatic video highlight clip editing?

2025-08-19 128

The key steps to improve the accuracy of highlight segment recognition include:

  • Provide adequate viewing data: Import user viewing behavior data (e.g., length of stay, number of interactions, etc.) into the system in Excel format, and AI will combine visual analysis and behavioral data to make a comprehensive judgment.
  • Customized highlight evaluation rules: By modifying the scoring logic in the analyze.py script, it is possible to set the weighting of indicators such as lens switching, face expression, movement frequency, etc. for a specific scene.
  • Using Hybrid Recognition Mode: Enable both the system's built-in CV analytics and third-party models integrated with the MCP protocol, which can be combined with the use of AliCloud's eye-tracking models, for example, to enhance recognition.

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