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Architecture of the customized MobileNet-V2 CNN model used in this research. Full size image The motivation behind the transfer learning approach is to fine-tune a DNN pre-trained on a large dataset, like ImageNet12, for classification on the dataset of the current problem which consists of a...
The significant bands were identified based on the high separation between U and I seedlings, where the differences were observed significantly in the NIR spectrum. The reflectance values of each selected band were later used as input parameters of the 23 machine learning models developed using ...