A Full Featured Configurable Accelerator for Object Detection With YOLO

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 Authors: Daniel Pestana, Pedro R. Miranda, Joao D. Lopes, Rui P. Duarte, Mario P. Vestias, Horacio C. Neto, Jose T. De Sousa
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Object detection
convolutional neural network
FPGA
lightweight YOLO
Online Access:https://ieeexplore.ieee.org/document/9435338/

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