Open Sea Vessel Navigation Video Detection Dataset

The dataset is collected using high-definition camera equipment from multiple angles under different weather conditions to ensure broad scene coverage and data diversity. Data processing steps include denoising, image enhancement, and frame selection, and finally stored in MP4 format. The annotation work is carried out by a professional team with a maritime background, with a multi-round review mechanism ensuring high precision and reliability of the data annotation. The dataset excels in annotation accuracy and inter-frame consistency, innovatively introducing adaptive denoising algorithms and dynamic background modeling technology. The dataset addresses the shortcomings of similar datasets in weather adaptability and environmental diversity, providing significant advantages in improving vessel recognition accuracy, particularly suitable for target detection tasks in complex marine environments.