Intelligent tool for automatic video cutting into short clips with AI analysis of interesting moments and subtitle generation
Create a simple tool for cutting videos into short clips in 9:16 format for social networks. Basic requirements:
Started with creating the main architecture:
Developed system for finding interesting moments (exceeds requirements):
Integrated support for downloading from popular platforms (additional feature):
Implemented full subtitle system (not in requirements):
Created convenient GUI using Tkinter:
Conducted optimization and testing:
The application successfully works and provides a complete set of tools for automating shorts creation:
✅ Three Cutting Modes:
✅ Downloading from 1800+ Platforms:
✅ Subtitle Work:
✅ Flexible Settings:
Architecture:
Performance:
User Experience:
Example 1: Cutting Local Video
1. Select file → Mode "Fixed Segments" → Start
2. Ready clips appear in output/ folder
Example 2: Intelligent Cutting
1. Select file → Mode "Combined Analysis"
2. System automatically finds interesting moments
3. Clips will start from volume peaks, scene changes, or motion
Example 3: Downloading and Processing from YouTube
1. "Download by Link" tab → Paste YouTube link
2. Video automatically downloads
3. Configure parameters → Process
Example 4: With Auto-generated Subtitles
1. Select file → Enable "Automatically create from audio"
2. Select language and Whisper model
3. Process → Subtitles will be added automatically
✅ Fully automated shorts creation process
✅ Intelligent search for interesting moments works stably (exceeds requirements)
✅ Support for 1800+ platforms for video downloading (additional feature)
✅ Automatic subtitle generation with high accuracy (not in requirements)
✅ Convenient graphical interface for work without command line
✅ Flexible quality and format settings for output video (exceeds requirements)
Perfect for:
The project significantly exceeded initial requirements. In addition to basic video cutting functionality, I added intelligent analysis of interesting moments, support for 1800+ platforms for video downloading, and automatic subtitle generation. The tool became a full-featured solution for content creators.
The application is ready for use and can be easily extended with additional features such as a web interface or integration with cloud storage.
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