Traffic Violation Detection System is a system that utilizes machine learning and embedded device to detect a traffic violation, especially on a traffic light. The system would/should notify the authorities if it detects an object inside the caution area.
this project is an Embedded System Final Project developed by Group 18
| Group Member | Student ID |
|---|---|
| Fahri Novaldi | 119140205 |
| Iqbal Amrulloh | 119140161 |
Real-Life Demo on Motorcycle:
System.Demo.On.Motorcycle.mp4
This Project is build over giant shoulder such
- ESP32-Cam library by espressif
- Tensorflow lite by google
- coco-ssd pretrained model by tf community
Wiring diagram
//dont forget to downgrade esp32 to version 1.0.4
- Wifi SSID Configuration doesn't support space character (ssid that contain any space)
- Apple's Safari doesn't trigger the alarm when an object anchor passing the boundary (javascript related)
Pretrained Machine Learning models (COCO-SSD)
fustyles arduino project repository(as our coding references, big thanks to fustyles 🤩)