Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models

Author:

Magalhães Sandro CostaORCID,dos Santos Filipe NevesORCID,Machado PedroORCID,Moreira António PauloORCID,Dias JorgeORCID

Funder

European Social Fund

Horizon 2020 Framework Programme

Horizon 2020

Fundação para a Ciência e a Tecnologia

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference43 articles.

1. Grape bunch and vine trunk dataset for deep learning object detection;Aguiar,2021

2. Grape bunch detection at different growth stages using deep learning quantized models;Aguiar;Agronomy,2021

3. DPU for convolutional neural network;AMD-Xilinx,2022

4. YOLACT: Real-time instance segmentation;Bolya,2019

5. T-DLA: An open-source deep learning accelerator for ternarized DNN models on embedded FPGA;Chen,2019

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