Driver fatigue detection using image sensors

The overall purpose of this study is to develop a software to detect driver fatigue using image sensors. The basic design of the study includes both self-built CNN model and also Transfer Learning using pre-trained model, specifically Inception-V3 and ResNet-50 to detect blink using classification o...

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Bibliographic Details
Main Author: Nur Amelina Ishak
Other Authors: Wang Han
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/138759
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Institution: Nanyang Technological University
Language: English