Automated Red Light Jump Detection
- 0 Collaborators
Here in India despite imposing huge fine for jumping red light signal for several years, people break the rules in absence of traffic police. Every year many people lose their lives due this. Since it is not possible to employ traffice police at every intersection, what we can do is automate this process of detection using advanced technology. ...learn more
Project status: Under Development
Overview / Usage
Once project will achieve reasonable accuracy after testing at real platform. It can be used at several intersection or crossroads to automate the process and tackle this problem.
Methodology / Approach
Approach is divided into various components:
- Getting raw video from the height of traffice pole.
- Detecting Vehicle Number Plate
- Applying OCR
- Integrating the result with the database.
Technologies Used
Currently I'm using several object detection techniques such as Faster RCNN,YOLO,Mask RCNN for object detection. Then character recognition using opencv.