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An OpenCL-Based FPGA Accelerator for Faster R-CNN

In recent years, convolutional neural network (CNN)-based object detection algorithms have made breakthroughs, and much of the research corresponds to hardware accelerator designs. Although many previous works have proposed efficient FPGA designs for one-stage detectors such as Yolo, there are still...

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Detalles Bibliográficos
Autores principales: An, Jianjing, Zhang, Dezheng, Xu, Ke, Wang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600897/
https://www.ncbi.nlm.nih.gov/pubmed/37420365
http://dx.doi.org/10.3390/e24101346