In this research, we employ a deep learning approach to extract features from an apple image dataset, enabling precise counting and localization of apples. We address challenges like low resolution and small targets b...
详细信息
ISBN:
(纸本)9798400716959
In this research, we employ a deep learning approach to extract features from an apple image dataset, enabling precise counting and localization of apples. We address challenges like low resolution and small targets by optimizing the network and implementing small target optimization. The focus in another task is on building a mathematical model using sYOLOv5 to assess apple ripeness based on color and texture features. Additionally, we compute the two-dimensional area and estimate mass by combining instancesegmentation and traditional image processing techniques. Lastly, we train a fruit recognition model using sYOLOv5 on a harvested fruit dataset.
暂无评论