Case study
- Year
- 2020
- Team
- 04
- Status
- Shipped
INCLUDE-C19
Intelligent Camera System for Health Protocol Detection using IoT and Machine Learning.RoleLead AI Developer
Overview
Mar 2020 – May 2020
IoT and Computer Vision system for COVID-19 health protocol detection with 97% accuracy.
- Role
- Lead AI Developer
- Timeline
- Mar 2020 – May 20202 mo
- Team
- 4 people
- Platform
- IoT Devices · Mobile App · Web Dashboard
- Field
- IoT
Key features
04
- 01Real-time mask detection
- 02Physical distancing monitoring
- 03Edge computing
- 04Mobile alerts
Challenges & solutions
03
- 01Challenge: Real-time processingSolution: Optimized YOLO
- 02Challenge: Edge limitationsSolution: Edge-cloud hybrid
- 03Challenge: Varying lightingSolution: Adaptive lighting
Stack
06
Computer Vision / IoT / Machine Learning / Edge Computing / YOLO / TensorFlow
Links
1 live
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