Continual Learning Strategy in One-Stage Object Detection Framework Based on Experience Replay for Autonomous Driving Vehicle

Object detection is an important aspect for autonomous driving vehicles (ADV), which may comprise of a machine learning model that detects a range of classes. As the deployment of ADV widens globally, the variety of objects to be detected may increase beyond the designated range of classes. Continua...

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Auteurs principaux:	Jeng-Lun Shieh, Qazi Mazhar ul Haq, Muhamad Amirul Haq, Said Karam, Peter Chondro, De-Qin Gao, Shanq-Jang Ruan
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2020-11-01
Collection:	Sensors
Sujets:	continual learning one-stage object detection autonomous driving vehicles
Accès en ligne:	https://www.mdpi.com/1424-8220/20/23/6777
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