Jingyao Gai
Assistant Professor at Guangxi University- Claim this Profile
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Bio
Credentials
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Sequence Models
CourseraSep, 2018- Oct, 2024
Experience
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Guangxi University
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China
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Higher Education
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1 - 100 Employee
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Assistant Professor
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Feb 2021 - Present
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Iowa State University
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United States
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Higher Education
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700 & Above Employee
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Graduate Research Assistant
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Jan 2014 - Nov 2020
Major Projects:1. Robotic Mechanical Weeder: a computer vision-based mechanical weed control machine for organic farming. Project Leader. > Developed algorithms to detects and localizes crop plants among high density-weeds in real-time using 2D & 3D computer vision and deep learning. > Designed the weeding mechanisms and the actuator. > Designed the control system to actuates the weeding tools to eliminate intra-row weeds. > Planned and conducted field tests to access the system performance. 2. Phenobot 3.0: a robotic ground vehicle for high quality corn traits extraction for Ag. research. Mainly responsible to navigation control and system integration. > Built the vehicle kinematic and dynamic models, and analyzed the controllability.> Fused GPS, IMU, encoder and 3D machine vision to navigate and avoid obstacles in crop rows. > Integrated the control and navigation systems using ROS and simulated using Gazebo. > Field tests will be conducted in summer 2019. Show less
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Graduate Teaching Assistant
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Jan 2018 - May 2018
• Course name: TSM 465, Automation• Assisted students in their learning of industrial PLC programming, robot arm control and AC motor control• Facilitated collaboration with three other lab assistants and the instructor• Instructed interactive guest lectures for 100+ students• Conducted surveys, analyzed grades, and communicated feedback to the course instructor
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Education
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Iowa State University
Doctor of Philosophy - PhD, Agricultural Engineering -
Iowa State University
Master’s Degree, Agricaltural and Biosystems Engineering -
University of Science and Technology of China
Bachelor's degree, Mechanical Engineering