Hi everyone,
This repository provides the source code implementation of our work "DashCop: Automated E-ticket Generation for Two-Wheeler Traffic Violations Using Dashcam Videos."
As shown in the figure below, our methodology consists of four major components: the Segmentation and Cross-Association (SAC) module, the Cross-Association-based Tracking module, the Helmet/No-Helmet Detection module, and the Automatic Number Plate Recognition (ANPR) module.
To run inference on your videos, navigate to the inference directory. To understand the training procedure for each of these four modules, navigate to the training directory.
Dataset: https://huggingface.co/datasets/DeepBug/RideSafe-400
Main Paper with Supplementary: https://drive.google.com/file/d/1p7rS9s4c1DCLV0nygs4b0MNexbbTdsKt/view?usp=sharing
For queries, contact:
deepti.rawat@research.iiit.ac.in