The filename is a standard timestamp-based format, likely generated by screen recording software like OBS Studio , ShadowPlay , or a security camera system.

Determine quality drops or "stutter" points. 2. Visual Content Features (Computer Vision)

Use models like YOLOv8 to identify what is happening (e.g., "gaming," "coding," "person detected"). 3. Audio Features (NLP & Signal Processing) Transcription: Convert speech to text using OpenAI Whisper .

Extract the "DNA" of the file to ensure compatibility and storage optimization.

Identify long periods of quiet to auto-trim the video.

If you are developing a searchable database or an automated "highlight" generator:

Detect excitement or frustration based on audio peaks. 💻 Implementation: Python Starter

Pull text from the screen (e.g., usernames, UI text, or scores).