Traffic Sign Classification with Keras and Deep Learning (CSE 3093Y Assignment Sample)

Опубликовано: 31 Март 2025
на канале: ICT UoM

253

By Adeeb ALLYMUN
CVBPR S1 05
BSc Computer Science Year 3
Assignment CVBPR Application(S1/05) March 2021

Nowadays, with Advanced Driver Assistance System (ADAS), having a reliable traffic sign recognition is a must to reduce the risks of accidents. In this application, we are going to implement a traffic sign recognition system using Keras API and neural networks.
The following steps need to be performed for the traffic sign recognition system:
 Dataset compilation
 Sampling data in terms of training and testing
 Feature extraction
 Create a model for classification
 Evaluate and test model against a test set