Research on Mature Loquat Identification in Natural Environment Based on EasyDL
This project takes loquat in the natural environment as the research object,establishs recognition training models for mature and immature loquats based on EasyDL customized training and service platform,and verifies the training model with 40 mature loquat and immature loquat pictures that are not in the training data set,and most of the recognition results meet the requirements.By comparing and analyzing the recognition results of mature loquat,it is concluded that the recognition results are affected by many factors,such as ambient light intensity、camera field of vision、image quality and loquat varieties,resulting in large changes in the recognition results.The proposal of this project makes up for the blank of mature loquat recognition in the natural environment,and also lays a research foundation for the realization of loquat picking robot.
万方数据
维普
