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