Company Filing History:
Years Active: 2023-2024
Title: Innovations of Jun Yue in Fish Detection Technologies
Introduction
Jun Yue is an accomplished inventor based in Yantai, China. He has made significant contributions to the field of fish detection technologies, holding a total of 3 patents. His work focuses on utilizing advanced neural networks to improve the identification and detection of fish species.
Latest Patents
One of Jun Yue's latest patents is titled "Method for identifying individuals of oplegnathus punctatus based on convolutional neural network." This innovative method employs a convolutional neural network to accurately identify individual fish. The process involves three continuous convolutional layers and an average pooling layer to establish the target's 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 consists of six convolutional layers and four pooling layers, utilizing a LeakyReLU activation function in the first convolutional layer. The model also incorporates a genetic algorithm to enhance data transmission between layers, allowing for precise 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 belongs to the technical field of fish images and includes several key components. It encompasses data set establishment and 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 accurate detection of densely occluded fish.
Career Highlights
Jun Yue is affiliated with Ludong University, where he continues to advance his research in fish detection technologies. His innovative methods have the potential to significantly impact the field of marine biology and fisheries management.
Collaborations
Jun Yue collaborates with esteemed colleagues, including Zhenbo Li and Guangjie Kou, who contribute to his research endeavors.
Conclusion
Jun Yue's contributions to fish detection technologies through his innovative patents demonstrate his expertise and commitment to advancing the field. His work not only enhances the understanding of fish species but also paves the way for future innovations in marine research.