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Using Image Recognition and Monitoring Fruit in the Farmland Environments

Authors :
Gwo-Jiun Horng
Kai-Lun Wu
Min-Xiang Liu
Source :
GCCE
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

In the paper, a smart embedded microcomputer system will be constructed and will recognize objects within images streamed in real time. After the manipulator has been trained to move automatically, it will be equipped to control objects without a human operator under various environments. To achieve this aim, the image recognition system should be able to identify objects as well as humans. Specifically, it must undergo neural network training, learn the features of target objects, and measure the relative distances between the objects in a space to determine their respective locations and patterns of movement.

Details

Database :
OpenAIRE
Journal :
2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
Accession number :
edsair.doi...........98dfde6bf6d36e068cd5d74e9e46b899
Full Text :
https://doi.org/10.1109/gcce46687.2019.9015503