Industrial Watch
Industrial Watch is an AI-powered monitoring system designed to enhance workplace efficiency and ensure product quality in industrial settings. It monitors employee performance and detects defective products using advanced AI technologies, promoting compliance with workplace standards and maintaining high production quality.
React Native
Python
YOLOv8
MediaPipe
FaceNet
TensorFlow
Computer Vision
October 2023
10 Months
Project Gallery
Features
- Trained separate YOLOv8 models for 3 defect categories (bottles, centrifugal discs, fabric) with 90%+ detection accuracy
- Multi-threaded computer vision pipeline combining YOLOv8 cigarette/mobile detection with MediaPipe posture monitoring at 5 FPS
- Consecutive-frame validation to reduce false alerts
- Defect inspection with confidence-thresholded detection, batch yield calculation, and multi-angle inspection
- Face-recognition attendance tracking (FaceNet) with a weighted productivity scoring system