Lab 4: Initial Prototype

[mrzzy]

Motivation

Part of Lab 4

Objective

Deliever from our SRS:

Real-Time Traffic Monitoring Map [P0] continuously collects and displays current traffic congestion data derived from traffic cameras to keep the user up-to-date on the latest congestion levels in Singapore on a geographical map.

Deliverables

Top level checkbox should be checked upon submission to submission repo

Build & Test Initial Application prototype:

• [ ] Mobile App @thesmolbeann @ZhiXin18
  • [ ] UC-7: Register
  • [ ] DB Client on Mobile App: Read / Write User, Congestion
  • [ ] UC-1: Display Real-time Traffic Congestion Visualisation
• [ ] ML Modeling @F-R-YEO @Inscrutablydistinct
  • [ ] Collect traffic image dataset
  • [ ] UC-6: Analyse Traffic Images with trained / fine-tuned ML model
  • [ ] Implement ModelService
• [x] Mobile App / ML Pipeline integration @devlinwaluja @mrzzy
  • [ ] Setup logging framework
  • [x] DB Client on ML Pipeline: Write Congestion
  • [x] ML Pipeline implementation: Fetch images, Run Model, write Congestion