Project Overview
The number of automobiles in use in road traffic has increased dramatically during the past several years. Due to this circumstance, there had been a marked increase in accidents as well as other traffic issues that had caused significant losses. ability to automatically identify hazardous circumstances and swiftly communicate this information to neighboring vehicles is one of the most significant road safety technologies. An accident victim may go unnoticed for a long time on highways with minimal traffic and quick speeds. The goal is to develop a system that could recognise an incident based on a live video feed from a Surveillance camera that has been mounted on a roadway. After the detection process, our project will deal with the aftermath of the situation. Like informing the accident of the nearest Hospital and ambulances to reach the place of an accident at the earliest. And after picking up the accident victim, we will provide the shortest route with less traffic congestion to reach the Hospital as soon as possible. At the same will file an E-Complaint to the police station. Each frame of a video should have been processed by a deep learning convolutional neural network model that has been trained to identify among accident- and non-accident-related video frames. There has been demonstrated that Convolutional Neural Networks provide such a quick and reliable method for classifying photos.
This system aims to detect Accidents which will be captured on the CCTV cameras. The detection is not the sole purpose of the project but to combine the Geographical data of nearby Hospitals and the Police institution. The CCTV captures the accident but we are going to make use of Deep Learning to Detect the Accidents and try to automate the process for the betterment of the Person involved in the accident. The model will not only detect the accident and we are going to make an application to support this detection and provide help to the victim. The Hospital data will come into the picture now. The nearest hospital to the geolocation of the camera will be notified about the accident and the Hospitals will prepare in advance about it. The ambulance will be sent to the people in need. The next process will be to take care of the law. That's where the police data comes into the picture. Most accident happens in the case of Hit and Run, where the guilty person takes and the law needs to take care of that. Therefore we have thought of implementing an E-Complaint system where the nearest police stations are informed about the crime or the accident that occurred