Sensor fusion with deep learning for autonomous classification and management of aquatic invasiveplant species

HIGHLIGHTS

• who: Jackson E. Perrin and colleagues from the State University, Raleigh, NC, USA have published the paper: Sensor Fusion with Deep Learning for Autonomous Classification and Management of Aquatic InvasivePlant Species, in the Journal: Robotics 2022, 68 of 28/06/2022
• what: The detection of Hydrilla verticillata (hydrilla) is the primary goal.

SUMMARY

In fact, it has been shown that a sufficiently wide, single-layer neural_network using a sigmoid nonlinearity can approximate any continuous function. By selecting the correct weights, a neural_network can perform regression or classification tasks with great accuracy . . .

 



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