2. Vehicle Detection System
Vehicle detection is a computer technology related to computer vision
and image processing. It deals with detecting instances of semantic objects of a certain class
(such as buses, motorbikes, cars etc.) in digital images and videos.
Our Machine learning-based approach or deep learning-based approach can be utilized for object
detection. For Machine Learning approach, it becomes necessary to first define features, then
using a technique such as support vector machine (SVM) to do the classification. On the other
hand, deep learning technique that is able to do end-to-end object detection without
specifically defining features, and are typically based on convolutional neural network (CNN).