Implementing YOLO Convolutional Neural Network for Seed Size Detection
Jakub Pawłowski,
Marcin Kołodziej,
Andrzej Majkowski
Abstract:The article presents research on the application of image processing techniques and convolutional neural networks (CNN) for the detection and measurement of seed sizes, specifically focusing on coffee and white bean seeds. The primary objective of the study is to evaluate the potential of using CNNs to develop tools that automate seed recognition and measurement in images. A database was created, containing photographs of coffee and white bean seeds with precise annotations of their location and type. Image pr… Show more
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