TY - THES AU - Sun, Wenbo A3 - García Sánchez, Carlos A3 - Botella Juan, Guillermo PY - 2021 UR - https://hdl.handle.net/20.500.14352/10604 AB - In this research and development project, our main purpose is to study four deep learning architectures for real-time object detection of people and bicycles encountered in front of driving.We use 4 different algorithms for the same data set, and... LA - eng KW - Computer vision KW - Autonomous driving KW - Convolutional neural network KW - Object detection KW - Deep learning KW - Machine learning KW - Feature selection and extraction KW - Driving assistance TI - Machine Learning algorithm evaluation on advanced driver assistance T2 - Evaluación de algoritmos de Machine Learning para conducción M3 - bachelor thesis ER -