Production system

Scrap Detection

Apr 2024 – Jun 2024

Owned dataset design, class taxonomy and model training end-to-end. Running in production for over a year without retraining.

• 95%+accuracy
• 1+ yearin production without retraining

Stack

• YOLOv8
• Watchdog
• Queue system
• REST API