Heyang Yao
Yao heyang
Education Experience
6/2020 – Present Ph.D. student, Nanjing Agricultural University, College of Engineering, Agricultural Big Data and Internet of Things, China
7/2018 – 6/2020 Master, Nanjing Agricultural University, College of Engineering, Image Processing and Pattern Recognition, China
AWARDS AND HONORS
6/2020 Outstanding Graduates of Nanjing Agricultural University, Nanjing Agricultural University
11/2019 Academic Star of Nanjing Agricultural University, Nanjing Agricultural University
6/2019 Outstanding Graduate Cadre of Nanjing Agricultural University, Nanjing Agricultural University
Research project
7/2018 – 6/2020 Chicken recognition based on deep learning and video monitoring
Project introduction: Through unsupervised deep learning and traditional machine learning to achieve chicken individual recognition in complex environment
7/2018 – 6/2020 Machine Learning Based Atmospheric Visibility analyzer
Project introduction: Atmospheric visibility analyzer processes fog image based on binary tree support vector machine algorithm convolution neural network
7/2018 – 6/2020 Fruit quality tester device based on electronic nose and machine learning
Project introduction: In view of the problems of damaged samples, long detection period and inability to detect the internal quality of apple in current apple grading, a set of electronic nose device for rapid quality grading of apple is developed.
Research Interest
Machine Learning, Deep Learning, Big Data, Data Transmission
Hobbies
play badminton, Run, Climb mountain
Publications
11/2018 Heyang Yao, Qiyue Sun, Xiuguo Zou*, et al. Research Of Yellow-Feather Chicken Breeding Model Based On Small Chicken Chamber, INMATEH-Agricultural Engineering, paper