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Natural language editing capabilities give Golpo an iterative efficiency unmatched by traditional video tools

2025-08-23 289
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Revolutionizing the video modification paradigm

Golpo's natural language editing system is built on the convergence of LLM and computer vision, enabling "conversational interaction" for video modification. Users can precisely control over 200 animation parameters through natural language commands without learning keyframe animation or layer management. Using semantic-visual mapping technology, the system can understand spatial descriptions such as "zoom in on the lower-left chart" with a tested accuracy of 92%.

  • Technical realization details: establish the association between text description and screen elements based on CLIP model, and carry out local redrawing through diffusion model
  • Examples of typical instructions: "Extend the presentation of the third paragraph", "Replace the bacteria illustration with a 3D style", "Highlight key data in red"
  • Efficiency Comparison: Traditional tools take an average of 17 minutes to complete the same modification, while Golpo takes only 11 seconds to process.

A case study of an online education platform shows that the revision and iteration cycle of course videos was shortened from 3 days to 2 hours after using this feature, and the frequency of content updates was increased by 8 times.

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