video-analyzer
Video analysis tool, combined with Llama visual model and OpenAI Whisper for local video description generation.
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- Fully local operation, no need for cloud services or API keys
- Utilize Openrouter's LLM service to improve speed and scale
- Intelligent extraction of keyframes from videos
- High quality audio transcription using OpenAI's Whisper
- Using Ollama and Llama3.2 11B visual models for frame analysis
- Generate video content described in natural language
- Automatically process audio with poor sound quality
- Detailed JSON output analysis results
- Highly configurable through command-line parameters or configuration files
Product Details
Video analyzer is a video analysis tool that combines Llama's 11B visual model and OpenAI's Whisper model. It extracts keyframes, inputs them into the visual model to capture details, and combines the details of each frame with available transcription content to describe what happens in the video. This tool represents the combination of computer vision, audio transcription, and natural language processing, capable of generating detailed descriptions of video content. Its main advantages include fully local operation without the need for cloud services or API keys, intelligent extraction of video keyframes, high-quality audio transcription using OpenAI's Whisper, frame analysis using Ollama and Llama3.2 11B visual models, and generation of video content described in natural language.
