Company Filing History:
Years Active: 2023-2024
Title: Innovations of Guangjie Kou
Introduction
Guangjie Kou is a notable inventor based in Yantai, China. He has made significant contributions to the field of fish image processing and identification. With a total of 3 patents, his work focuses on advanced methodologies for recognizing and detecting fish species.
Latest Patents
One of his latest patents is titled "Method for identifying individuals of oplegnathus punctatus based on convolutional neural network." This innovative method utilizes a convolutional neural network to identify individual fish by establishing a target initial positioning through three continuous convolutional layers and an average pooling layer. The process involves obtaining a region of feature interest points and setting a hyperparameter candidate box to approximate the target object's position. The II_Net backbone convolutional neural network comprises six convolutional layers and four pooling layers, incorporating a LeakyReLU activation function and a maximum pooling layer with an overlapped pooling structure. The model employs a genetic algorithm to enhance data transmission between layers, allowing for effective identification of the oplegnathus punctatus using test data.
Another significant patent is the "Method for detecting densely occluded fish based on YOLOv5 network." This method belongs to the technical field of fish images and includes a comprehensive approach involving data set establishment, processing, model training, and testing. The data set establishment involves collecting fish pictures, labeling the data, and dividing it into training, verification, and test sets.
Career Highlights
Guangjie Kou is affiliated with Ludong University, where he contributes to research and development in his field. His work has garnered attention for its innovative approaches to fish identification and detection.
Collaborations
He collaborates with colleagues Jun Yue and Zhenbo Li, who contribute to his research endeavors.
Conclusion
Guangjie Kou's innovative patents and contributions to fish image processing highlight his role as a significant inventor in the field. His work continues to advance methodologies for identifying and detecting fish species effectively.