Dist-YOLO: Fast Object Detection with Distance Estimation

We present a scheme of how YOLO can be improved in order to predict the absolute distance of objects using only information from a monocular camera. It is fully integrated into the original architecture by extending the prediction vectors, sharing the backbone’s weights with the bounding box regress...

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Bibliographic Details
Main Authors: Marek Vajgl, Petr Hurtik, Tomáš Nejezchleba
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/3/1354