Boat Detection AI Template

Locate, label and count boats in an image.

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Scan waterways, ports and marinas to instantly detect, classify and count every vessel in your imagery, from small fishing boats to cargo ships.

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Why you should use the boat detection AI template

Maritime safety officers, harbor masters, and coastal authorities face a constant challenge monitoring vessel traffic and compliance across vast stretches of water. This boat detection template delivers automated surveillance that catches registration violations, tracks unauthorized entry into restricted zones, and maintains precise vessel counts during peak seasons. Port managers rely on it to optimize dock space allocation, while environmental agencies use it to monitor protected marine areas and ensure boats maintain safe distances from sensitive ecosystems.

Key benefits of the boat detection AI template

Every vessel detected translates directly to enhanced maritime security and streamlined harbor operations. Rather than dedicating staff to manual monitoring, this template processes thousands of images per hour with consistent accuracy - detecting boats in varying weather conditions, different times of day, and through partial obstructions. Harbor masters report cutting their vessel counting time by 85% while improving accuracy to over 95%. The template's ability to classify vessel types also enables automated alerts for specific boats of interest, turning passive surveillance into proactive management.

How to do boat detection

  • Upload an image: Start by uploading any photo directly into the Boat Detection AI Template workflow—no setup required.
  • Preview instant results: The template will automatically locate, label and count boats within seconds, so you can immediately see how accurately it works.
  • Like what you see? With a free Roboflow account, you can deploy the template to process more images, clone it to customize for your own needs, or integrate it into your projects and workflows.
  • Get started for free: No technical expertise needed—just upload, review, and, if it fits your needs, make it part of your photo organization toolkit in a single click.

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