A full featured configurable accelerator for object detection with YOLO

Object detection and classification is an essential task of computer vision. A very efficient algorithm for detection and classification is YOLO (You Look Only Once). We consider hardware architectures to run YOLO in real-time on embedded platforms. Designing a new dedicated accelerator for each new...

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Bibliographic Details
Main Author: Pestana, Daniel (author)
Other Authors: Miranda, Pedro R. (author), Lopes, João D. (author), Duarte, Rui (author), Véstias, Mário (author), Neto, Horácio C (author), De Sousa, Jose (author)
Format: article
Language:eng
Published: 2021
Subjects:
Object detection
Convolutional neural network
FPGA
Lightweight YOLO
Online Access:http://hdl.handle.net/10400.21/13689
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/13689

Internet

http://hdl.handle.net/10400.21/13689

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