transfer-learning analyze PATH [OPTIONS]

transfer-learning analyze path/to/video.mp4

transfer-learning analyze "https://www.youtube.com/watch?v=dQw4w9WgXcQ"

transfer-learning analyze path/to/video.mp4 --frame-interval 10

transfer-learning analyze path/to/video.mp4 --model medium

output_dir/
├── video_name/
│   ├── frames/
│   │   ├── frame_0001.jpg
│   │   ├── frame_0002.jpg
│   │   └── ...
│   ├── metadata.json
│   ├── analysis.json
│   ├── transcript.txt
│   ├── summary.json
│   └── video.mp4 (if from YouTube)

{
  "title": "Video Title",
  "duration": 120.5,
  "frame_count": 10,
  "key_scenes": [
    {
      "timestamp": 0.0,
      "description": "Introduction scene",
      "objects": ["person", "desk", "computer"],
      "actions": ["speaking", "gesturing"]
    }
  ],
  "transcript_summary": "Brief summary of the transcript content",
  "topics": ["topic1", "topic2"],
  "people": ["person1", "person2"],
  "objects": ["object1", "object2"],
  "actions": ["action1", "action2"],
  "sentiment": "positive",
  "technical_quality": {
    "video_quality": "high",
    "audio_quality": "medium",
    "lighting": "good"
  }
}