Zhenbo Li

Title: Zhenbo Li: Innovator in Fish Detection Technologies

Introduction

Zhenbo Li is a prominent inventor based in Beijing, China. He has made significant contributions to the field of fish detection technologies, holding a total of 3 patents. His innovative methods leverage advanced neural networks to enhance the identification and detection of fish species.

Latest Patents

One of his latest patents is titled "Method for identifying individuals of oplegnathus punctatus based on convolutional neural network." This method provides a systematic approach to identifying individual fish using a convolutional neural network. The process involves three continuous convolutional layers and an average pooling layer to achieve target initial positioning. By obtaining a region of feature interest points and setting a hyperparameter candidate box, the method effectively determines the approximate position of the target object. The II_Net backbone convolutional neural network utilized in this patent comprises six convolutional layers and four pooling layers, incorporating a LeakyReLU activation function and elements from the Alexnet architecture. The fully connected layers employ a genetic algorithm to enhance data transmission between layers, allowing for accurate identification of the oplegnathus punctatus using test data.

Another notable patent is the "Method for detecting densely occluded fish based on YOLOv5 network." This method focuses on the technical field of fish images and includes several key components such as data set establishment, processing, model training, and model testing. The data set establishment involves collecting fish pictures, labeling the data, and dividing it into training, verification, and test sets. This comprehensive approach ensures effective detection of densely occluded fish.

Career Highlights

Zhenbo Li is affiliated with Ludong University, where he continues to advance his research and development in fish detection technologies. His work has garnered attention for its innovative applications in marine biology and environmental monitoring.

Collaborations

Zhenbo has collaborated with notable colleagues, including Jun Yue and Guangjie Kou, contributing to the advancement of their shared research interests.

Conclusion

Zhenbo Li's contributions to the field of fish detection through innovative methods and technologies highlight his role as a leading inventor. His patents reflect a commitment to enhancing the understanding and monitoring of aquatic life.