Classical CV vs Deep Learning: A Practical Decision Guide in Computer Vision Mastery
Classical CV vs Deep Learning: A Practical Decision Guide
Classical wins when
- Controlled environment
- Simple geometry
- Ultra-low latency
Deep learning wins when
- High variability
- Semantic understanding
- Occlusion/clutter
Hybrid pattern
Classical preprocess + DL model + classical postprocess.

