How can Open-Sora be applied in education for instructional video creation?

2025-08-25

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Educational Video Creation Implementation Path

The following workflows are recommended for the specific needs of teaching scenarios:

Knowledge Graph Transformation: Translate the syllabus into visual cues, e.g. "carbon cycle process" can be broken down into scenarios such as: plant photosynthesis → animal respiration → fossil fuel combustion, etc.
Static material reuse: Generate a dynamic schematic using an existing courseware image as -ref input (recommended -motion-score 5)
Chapter marking techniques: adding timestap annotations to CSV training data for automatic chapter generation
Bilingual subtitling program: Use Whisper to extract the voice after generating the video, then translate it to generate the subtitle track.
Educational Specialized Models: Train discipline-specific models (e.g. physics motion simulation) based on Open-Sora code, 500+ terminology video clips to be prepared