Visual Multitask Real-Time Model in an Automatic Driving Scene
نویسندگان
چکیده
In recent years, automatic driving technology has developed rapidly, and environmental perception is one of the important aspects driving. To design a real-time system with limited computational resources, we first proposed network faster reasoning speed fewer parameters by using multitask learning vision-based recognition technology, which can target three tasks traffic detection, drivable road segmentation, lane detection that need to be performed simultaneously. Based on Apollo Scape dataset, experiment results show our superior baseline in terms accuracy perform various challenging tasks.
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ژورنال
عنوان ژورنال: Electronics
سال: 2023
ISSN: ['2079-9292']
DOI: https://doi.org/10.3390/electronics12092097