MODERN LEARNING TECHNIQUES AND PLANT IMAGE CLASSIFICATION


ÜNAL M., BOSTANCİ E., GÜZEL M. S., AYDIN A.

Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering, cilt.62, sa.2, ss.153-163, 2020 (Hakemli Dergi) identifier

Özet

The intelligent machines concept is born in sci-fiscenarios. Today it seems to be we are much closer to realizing this idea thanever before. By imitating the human nervous system, machines can learn manythings. This paper explains modern learning techniques like artificial neuralnetworks, transfer learning. Later purposes an experiment to classify plantseedling images to test the transfer learning with two different CNNarchitectures. Although the architects were not actually created for this task,result were quite accurate for a different classification task.