Sea Vessels Dataset Computer Vision Project

Yehonatan Engel

Updated 3 years ago

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Classes (8)
Fishing Boat
Merchant Ship
Military Ship
Patrol Boat
Sails Boat
Submarine
Tugboat
Yacht
Description

Here are a few use cases for this project:

  1. Maritime Traffic Monitoring: This Sea Vessels Dataset can be used to develop an AI-based automated system to monitor, track, and manage maritime traffic. This would help harbor authorities, coast guards, and shipping companies to prevent collisions, enforce maritime laws, and maintain optimal routing for different types of sea vessels.

  2. Vessel Identification for Environment Protection: This dataset can be utilized by environmental agencies and wildlife organizations to monitor and identify fishing boats, cargo ships, or other vessels that may be illegally overfishing, dumping waste, or causing harm to marine life. This system will facilitate law enforcement measures and protect marine ecosystems.

  3. Search and Rescue Operations: By identifying different types of sea vessels and their locations, this dataset can help search and rescue teams navigate at sea more effectively. It can assist them in finding missing or distressed vessels quickly and efficiently, ultimately saving lives.

  4. Automatic Sea Vessel Classification: This dataset can be used by marine insurance companies, shipping companies, or vessel registration authorities to develop an automated system for classifying and categorizing sea vessels, either for insurance purposes or to record and maintain vessel information.

  5. Naval Security and Threat Detection: The Sea Vessels Dataset can be used to monitor and secure coastlines and maritime borders by identifying military ships and submarines. This would be particularly useful for naval forces and government agencies responsible for detecting potential threats, enforcing maritime borders, and ensuring national security.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            sea-vessels-dataset_dataset,
                            title = { Sea Vessels Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { Yehonatan Engel },
                            howpublished = { \url{ https://universe.roboflow.com/yehonatan-engel/sea-vessels-dataset } },
                            url = { https://universe.roboflow.com/yehonatan-engel/sea-vessels-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jan },
                            note = { visited on 2024-12-08 },
                            }