Intelligent Text Embedding Technology
Kozy's text overlay system breaks through the limitations of traditional subtitling tools, where users only need to input natural language commands such as 'add pet name caption', and the AI completes the entire process from recognition to typesetting. Its technical realization contains three innovative layers:
- Semantic parsing layer:Accurate extraction of textual elements in instructions (e.g., subject object, type of text, time period of occurrence)
- Visual Analytics Layer:Automatically detects areas of the video that are suitable for overlaying text to avoid obscuring key content
- Dynamic Adaptation Layer:Automatically adjusts text color based on video tone to ensure readability
Tests show that the text overlay generated by Kozy achieves an average recognition rate of 921 TP3T, much higher than the 781 TP3T of manually added subtitles.The system is particularly suitable for commercial video scenes that require the rapid addition of product descriptions and title snippets, shortening the subtitling process, which would otherwise take 20 minutes, to 3 seconds.
This answer comes from the articleKozy: an online tool for quickly editing short videos with text descriptionsThe
