AI Powered Solution For Marine Fouling Detection & Classification

https://drive.google.com/drive/folders/1Sgv_TQapIgk2G3cMVIFx52HfDkM5BJy0?usp=sharing
Above drive link is for the ppt and the github repository which includes the youtube video, please do check it out

Marine fouling, also known as biofouling, is a major challenge in the maritime industry, leading to increased fuel consumption, higher maintenance costs, and reduced vessel efficiency. Our project introduces an AI powered solution for marine fouling detection and classification, enabling ship owners and researchers to identify and categorize fouling organisms at an early stage. By training computer vision models on carefully curated datasets, the system can automatically detect fouling patterns on ship hulls or underwater structures. This reduces the need for manual inspection, which is often time-consuming, costly, and error-prone.

The solution can be deployed through a web application or mobile platform, where users can upload images or stream underwater footage. The AI model processes the data in real-time and provides insights about the type and severity of fouling. This empowers stakeholders to take proactive measures, such as scheduling timely cleaning or applying the right antifouling coatings, ultimately lowering operational costs and reducing environmental impact caused by excess fuel emissions.

Beyond shipping, the project has broader applications in offshore industries, marine research, and environmental monitoring, making it a scalable and versatile solution. The integration with cloud-based tools ensures accessibility, while continuous learning from new data improves model accuracy over time. In the long run, this solution can contribute significantly to sustainable marine operations and cleaner oceans.