Jinze Huang 黄金泽

Jinze Huang 黄金泽

Target to higher level.

Jinze Huang 黄金泽

Email: jinzehuang@outlook.com

You can download my CV here .

Education

  • B.ENG.
    • China Agricultural University, Beijing, China.
    • College: College of Information and Electrical Engineering
    • Major: Computer Science
    • GPA: 3.64/4.00
    • Expected Graduation Time: 06,2023
    • Major Courses:
      • Mathematics:
        • Advanced Mathematics I/II
        • Linear Algebra
        • Discrete Mathematics I/II/III
      • Computers:
        • Computer Architecture I/II
        • Algorithms and Data Structures
        • Computer Networks
        • Computer System
      • Languages:
        • C/C++
        • Python
      • Machine Learning:
        • Deep Learning and Machine Learning I/II
        • Statistical Machine Learning
        • Digital Image Processing

RESEARCH INTERESTS

  • Computer Vision
    • Objects Detection
    • Digital Agriculture
    • Dataset

ACADEMIC ACHIEVEMENTS

Publication:

  • Yan Li, Jinze Huang, Yan Ren, Wan Gao, Jing Jia, Sha Tao, Xinliang Liu. “Comparison of Inversion Methods for Maize Canopy Time-series LAI Based on SupReME Reconstructed Images.” Journal of the ASABE. 65(5): 1019-1028. (doi: 10.13031/ja.15011) @2022
  • Yaojun Wang, Yanyan Zhao, Jiawen Zhang, Yongqiang Qian, Jinze Huang, Qingxin Zhao, Zhiyi Zhao, Jingbo Zhao. “DiseSniper: A potato disease identification system based on the ResNet model.” In the 2022 10th Intl. Conf. of Agro-Geoinformatics (Agro-Geoinformatics 2022), Quebec City, QC, Canada, 11-14 July 2022.
  • Jinze Huang, Guowei Xu, Weiting Zhao, Qingxin Zhao, Xiaoqi Wang, Jing Niu, Yaojun Wang, Jingbo Zhao. “CSA-YOLO: a high-performance apple disease detection model.” Computers and Electronics in Agriculture. Under Review.
  • Jinze Huang, Guowei Xu, Yaojun Wang. “A comprehensive and systematic look up into object detection datasets: A review.” Application of Electronic Technique. Under Review.

Patents

  • Yaojun Wang,Jinze Huang, Jiawen Zhang, Crop data collection method, system, and device, filed on April 8, 2022, allowed on July 1, 2022, under China Patent Application No. CN202210369199.X
  • Yaojun Wang, Jiawen Zhang, Jinze Huang, Crop disease identification method, device, equipment and storage medium, filed on April 12, allowed on July 19, 2022, under China Patent Application No.: CN202210383553.4
  • Jinze Huang, Automatic counting hula hoop, filed on December 26, 2016, allowed on October 24, 2017, under China Patent Application No.: CN201621475222.X

    CopyRights

  • Liu, Y., Wang, Y., Huang, J. (2021). Orchard fruit recognition software based on deep learning V1.0 (Registration No.: 2021SRBJ0546). National Copyright Administration of P.R. China.
  • Huang, J. (2021). Conference room rental management system V1.0 (Registration No.: 2021SRBJ1136). National Copyright Administration of P.R. China.
  • Huang, J. (2021). Agricultural product storage management system V1.0 (Registration No.: 2021SRBJ1118). National Copyright Administration of P.R. China.
  • Huang, J. (2021). Rice and wheat planting simulation software V1.0 (Registration No.: 2021SRBJ1129). National Copyright Administration of P.R. China.
  • Huang, J. (2021). Multifunctional text editor software V1.0 (Registration No.: 2021SRBJ1112). National Copyright Administration of P.R. China.
  • Huang, J. (2021). Chinese Ethnic Culture Park Tour Guide System V1.0 (Registration No.: 2021SRBJ1127). National Copyright Administration of P.R. China.
  • Jinze Huang (2022). 3D Pac-Man Software V1.0 (Registration No.: 2022SR0540581). National Copyright Administration of P.R. China.
  • Jinze Huang (2022). Multi-core Cache Simulation Software V1.0 (Registration No.: 2022SR0540754). National Copyright Administration of P.R. China.

RESEARCH EXPERIENCE

Label Apple Leaf Disease in Corporation with Senior-High School Students

Project Leader, Advisor: Dr. Yaojun Wang Beijing, China 02/2022-05/2022

  • Formulated guidelines for labeling agricultural crop datasets;
  • Developed a high school-university cooperative model to instruct high school students on labeling the datasets

Research on Identification and Classification of Plant Diseases and Insect Pests in Complex Scenes (Beijing College Students Innovation and Entrepreneurship Program)

Project Leader, Advisor: Dr. Yaojun Wang Beijing, China 03/2021-03/2022

  • Developed an Android application to detect apple leaf diseases;
  • Analyzed the image data of diseases and insect pests of specific crops in complex scenes based on machine learning algorithms to optimize existing frameworks, training sets, and algorithms
  • Improved YOLOv5 with multi-network blocks to achieve a lightweight network and decreased parameters

Deep Learning-Based Orchard Fruit Recognition Software (CAU Undergraduate Research Program)

Project Leader, Advisor: Prof. Yunling Liu Beijing, China 03/2020-03/2021

  • Labeled datasets of different types of fruit and developed a fruit detection desktop application;
  • Constructed a YOLO v3 classification and recognition model with Darknet53 as the feature extraction network and analyzed the output of the model’s predicted bounding box;
  • Improved the network structure of the recognition model based on the analysis results to achieve the fruit classification and recognition function in complex scenes

PRACTICAL EXPERIENCE

Pfizer

Intern in the Medical Department Beijing, China 04/2022-10/2022

  • Assisted in preparing and organizing ASCO meetings;
  • Helped with the compilation of the 2022 diagnostic criteria for breast cancer in China;
  • Developed a small deep learning-based application, using the decision tree algorithm to assist with breast disease diagnoses and help patients obtain the most suitable treatment plans.

Institute of Semiconductors, Chinese Academy of Sciences

Research Intern, Advisor: Dr. Liping Zhang Beijing, China 01/2022-03/2022

  • Worked on human body reconstruction based on OpenPose and SMPL-X in the Image Perception Computing Project Group at the Laboratory of High-Speed Circuits and Neural Networks, aiming to achieve the functions of finding acupuncture points and implementing acupuncture and moxibustion of the mechanical arm;
  • Participated in the deployment, research, and loss reduction of the OpenPose part of work, responsible for 2D human body keypoints detection, 3D human body reconstruction, and acupuncture points finding

Computer Vision Group of Smart Agriculture Lab, CAU

Lab Technician, Advisor: Dr. Yaojun Wang Beijing, China 09/2021-Present

  • Purchased a workstation for the lab and made a configuration plan;
  • Worked out an integrated solution for the laboratory workstation, including NAS and network switching equipment;
  • Built a multi-person shared server system to achieve simultaneous use by multiple users;
  • Responsible for the routine maintenance and repair of the workstation

CAU-Baidu Inc. Songguo Talent Training Practice Base

Trainee Beijing, China 12/2021-12/2022

  • Learned about machine learning algorithms and their applications in the Songguo project;
  • Participated in a machine learning contest

EXTRACURRICULAR AND VOLUNTEER EXPERIENCE

Volunteer Services

Volunteer Beijing, China 09/2019-Present

  • Participated in orientation activities, providing pick-up service at the train station and guidance service in school to help new students register;
  • Provided guidance and organizational services during the school sports games;
  • Enrolled in the monthly donation plan of The United Nations Children’s Fund (UNICEF) to support its efforts in protecting and improving children’s lives;
  • Joined the online volunteer services to provide tutoring, company, and educational guidance for the minor children of community workers who were fighting against the COVID epidemic at the forefront

Fusion Media Center of the College of Information and Electrical Engineering, CAU

Leader of the Operations Department Beijing, China 2021

  • Organized daily WeChat push content and reviewed public tweets of the Fusion Media Center;
  • Responsible for the financial management of the Fusion Media Center;
  • Participated in the organization and promotion of various school activities, such as the freshman field day, national day event, 12-9 choral competition, and New Year’s Eve party

RainbowPoP: a LGBTQ Association at CAU

Founder & Leader Beijing, China 2021-Present

  • Created associations related to sexual minorities and organized film viewing and exchange activities;
  • Led RainbowPoP to become a member of the SOGIE (Sexual Orientation, Gender Identity, & Expression) Foundation and receive funding from it;
  • Organized activities with sexual minority groups at Tsinghua University, Peking University and Capital Medical University

Press Center of the College of Information and Electrical Engineering, CAU

Member of the Photography Department Beijing, China 2020

  • Participated in daily photo shooting and post-processing of tweets;
  • Led the photography team to complete the assigned thematic photography work

ACHIEVEMENTS/AWARDS

  • Third-class China Agricultural University Academic Scholarship 2022
  • Bronze Award of the 3nd Xingnong Cup Innovation Track of China Agricultural University 2021
  • Xun Meng Wei Lai Corp. Scholarship 2021
  • Second Prize of China Agricultural University Academic Scholarship 2020
  • Honorable Mention in 2021 Interdisciplinary Contest in Modeling (ICM)
  • Second Prize in the First Artificial Intelligence Challenge (Programming) of China Agricultural University 2021
  • Second Prize in 2021 National Student Mathematical Modeling Competition, Beijing Region Group A
  • Excellent Award of the 2nd Xingnong Cup Innovation Track of China Agricultural University 2021
  • Outstanding Volunteers in Online Anti-epidemic in Changping District, Beijing 2021
  • Provincial Excellence Award in 2019 National English Competition for College Students (NECCS) 2019

References

The following rankings are not in any order of precedence.

The following professors have helped me in different ways, not only academically, but also by teaching me how to be a great student, how to keep a respectful heart for academics and to keep my feet on the ground.

  • Dr.Wang Yaojun, Associated Professor
    • College of Information and Electrical Engineering
    • China Agricultural University
    • email: wangyaojun@cau.edu.cn
    • http://faculty.cau.edu.cn/xxdqxy/wyj/list.htm
  • Dr.Yang Ying, Associated Professor
    • College of Information and Electrical Engineering
    • China Agricultural University
    • email: hbxtyy@126.com
    • http://faculty.cau.edu.cn/xxdqxy/yy/list.htm