--- title: "Seeing the Unseen: Detecting Small and Unusual Vessels with AI-Powered Assistance" description: This blog is about why specific vessels are difficult to detect, and how Seagull Surveillance solves that problem. image: https://www.seagullsurveillance.com/hubfs/seagull_blog_Seeing_the_Unseen_featured.jpg --- ![seagull_blog_Seeing_the_Unseen](https://www.seagullsurveillance.com/hs-fs/hubfs/seagull_blog_Seeing_the_Unseen.jpg?width=300&name=seagull_blog_Seeing_the_Unseen.jpg) # Seeing the Unseen: Detecting Small and Unusual Vessels with AI-Powered Assistance [Previous ](https://www.seagullsurveillance.com/seagull-surveillance-blog-page/finding-the-right-vessel-fast) [Next ](https://www.seagullsurveillance.com/seagull-surveillance-blog-page/seagull-product-wrap-up-2025) **Small vessels, big risks ** In maritime surveillance, the hardest vessels to spot are often the most important ones. Small boats, low-profile craft, or unusual vessels blend easily into waves, reflections, and background motion. They may move unpredictably or operate outside normal hours, making them difficult to detect in real time. These specific vessels are also difficult to detect because they don't transmit an AIS signal. Because they're not legally required to do so, these vessels are attractive for use in ‘suspicious’ activities. For operators tasked with maintaining safe and secure waterways, this creates a constant challenge: How do you reliably spot vessels that don’t stand out, but can still pose serious risks? With dozens of camera feeds running around the clock, relying on human attention alone is unrealistic. Even the best operators can’t watch everything at once. **Automated detection with meaningful insights** Seagull is designed to help operators catch what’s easy to miss. Rather than ‘recognizing patterns,’ Seagull focuses on what matters most: accurate detection, classification, and metadata logging — so operators get a clear, trusted view of activity on the water. Here’s what Seagull provides: - **Automatic vessel detection** across existing camera networks - **Vessel classification** to understand what type of craft is present - **Rich metadata logging**, including speed, direction, color and approximate length ([read more about this feature in our previous blog](https://www.seagullsurveillance.com/seagull-surveilance-the-latest-news/finding-the-right-vessel-fast)) - **Find similar vessels** to get a better understanding of vessel-specific movements - **Custom alerting**, where users define conditions that should trigger immediate notification Custom alerting means you can create rules that reflect your operational reality, such as: - A R.I.B. entering or leaving the harbor between 22:00–06:00 - Any vessel exceeding a certain speed - A small craft moving a restricted zone Seagull keeps watch and lets you know when something needs your attention. ![seagull_blog_Seeing_the_Unseen_body](https://www.seagullsurveillance.com/hs-fs/hubfs/seagull_blog_Seeing_the_Unseen_body.jpg?width=2100&height=800&name=seagull_blog_Seeing_the_Unseen_body.jpg) Always aware, never overwhelmed With Seagull, your team gets: - Early visibility into unusual or high-risk movements - Fewer missed events across busy or low-light conditions - Reduced monitoring workload - Confidence that important activity won’t slip through - A comprehensive logbook of activities, including statistics Operators stay focused on what matters most: decision-making and response, not staring at screens. >>  [REQUEST A DEMONSTRATION](https://www.seagullsurveillance.com/demo-request) Applied AI you can trust in real environments Seagull is built on [Braincreators](https://www.braincreators.com/)’ experience deploying Applied AI solutions for government agencies, port authorities, and maritime operators. Our approach is simple: - No black boxes - No unrealistic promises - Just practical, explainable tools that enhance human capability Seagull is already proving its value in live operations and improving situational awareness where it matters most. See it, and solve it. A step toward continuous vessel tracking With Colour Recognition and Similar Vessel Search, Seagull takes another step toward the bigger vision behind our work: See it and Solve it. By making small vessels visible — and connecting their movements together — Seagull is laying the foundation for continuous vessel tracking. Soon, users will be able to follow individual vessels automatically across missions and over time, building a complete picture of behaviour and movement. It’s more than smarter detection: it’s a shift from visibility to understanding — and from reacting to predicting. Clear visibility in a complex worlds As maritime environments grow more dynamic, the need for timely, accurate awareness has never been greater. Detecting small or unusual vessels early helps prevent incidents, strengthen security, and support safer operations. Seagull empowers teams to stay ahead, not by adding more eyes to screens, but by making every camera more effective. *"With Seagull, the unexpected becomes visible."* Curious to see Seagull Surveillance in action? [Request a Demo](https://www.seagullsurveillance.com/demo-request)   ```json { "@context" : "https://schema.org", "@type" : "Organization", "address" : { "@type" : "PostalAddress", "addressCountry" : "Netherlands", "addressLocality" : "Amsterdam", "addressRegion" : "", "postalCode" : "1013 BC", "streetAddress" : "600" }, "knowsLanguage" : "en", "logo" : { "@type" : "ImageObject", "url" : "https://5467425.fs1.hubspotusercontent-na1.net/hubfs/5467425/BrainCreators_logo_orange%20(1).png" }, "name" : "Moermanskkade", "url" : "https://www.seagullsurveillance.com/seagull-surveillance-blog-page/seeing-the-unseen-detecting-small-and-unusual-vessels-with-ai-powered-assistance" } ``` ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "abstract" : "This blog is about why specific vessels are difficult to detect, and how Seagull Surveillance solves that problem.", "author" : { "@type" : "Person", "name" : "SEAGULL Surveillance" }, "dateModified" : "June 2, 2026 11 AM", "datePublished" : "December 1, 2025 10 AM", "headline" : "Seeing the Unseen: Detecting Small and Unusual Vessels with AI-Powered Assistance", "image" : "https://5467425.fs1.hubspotusercontent-na1.net/hubfs/5467425/seagull_blog_Seeing_the_Unseen_featured.jpg", "inLanguage" : "en", "keywords" : "[]", "mainEntityOfPage" : { "@type" : "WebPage" }, "name" : "Seeing the Unseen: Detecting Small and Unusual Vessels with AI-Powered Assistance", "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://5467425.fs1.hubspotusercontent-na1.net/hubfs/5467425/BrainCreators_logo_orange%20(1).png" }, "name" : "Moermanskkade" }, "text" : "Small vessels, big risks In maritime surveillance, the hardest vessels to spot are often the most important ones. Small boats, low-profile craft, or unusual vessels blend easily into waves, reflections, and background motion. They may move unpredictably or operate outside normal hours, making them difficult to detect in real time. These specific vessels are also difficult to detect because they don't transmit an AIS signal. Because they're not legally required to do so, these vessels are attractive for use in ‘suspicious’ activities. For operators tasked with maintaining safe and secure waterways, this creates a constant challenge: How do you reliably spot vessels that don’t stand out, but can still pose serious risks? With dozens of camera feeds running around the clock, relying on human attention alone is unrealistic. Even the best operators can’t watch everything at once. Automated detection with meaningful insights Seagull is designed to help operators catch what’s easy to miss. Rather than ‘recognizing patterns,’ Seagull focuses on what matters most: accurate detection, classification, and metadata logging — so operators get a clear, trusted view of activity on the water. Here’s what Seagull provides: Automatic vessel detection across existing camera networks Vessel classification to understand what type of craft is present Rich metadata logging, including speed, direction, color and approximate length (read more about this feature in our previous blog) Find similar vessels to get a better understanding of vessel-specific movements Custom alerting, where users define conditions that should trigger immediate notification Custom alerting means you can create rules that reflect your operational reality, such as: A R.I.B. entering or leaving the harbor between 22:00–06:00 Any vessel exceeding a certain speed A small craft moving a restricted zone Seagull keeps watch and lets you know when something needs your attention. Always aware, never overwhelmed With Seagull, your team gets: Early visibility into unusual or high-risk movements Fewer missed events across busy or low-light conditions Reduced monitoring workload Confidence that important activity won’t slip through A comprehensive logbook of activities, including statistics Operators stay focused on what matters most: decision-making and response, not staring at screens. >> REQUEST A DEMONSTRATION Applied AI you can trust in real environments Seagull is built on Braincreators’ experience deploying Applied AI solutions for government agencies, port authorities, and maritime operators. Our approach is simple: No black boxes No unrealistic promises Just practical, explainable tools that enhance human capability Seagull is already proving its value in live operations and improving situational awareness where it matters most. See it, and solve it. A step toward continuous vessel tracking With Colour Recognition and Similar Vessel Search, Seagull takes another step toward the bigger vision behind our work: See it and Solve it. By making small vessels visible — and connecting their movements together — Seagull is laying the foundation for continuous vessel tracking. Soon, users will be able to follow individual vessels automatically across missions and over time, building a complete picture of behaviour and movement. It’s more than smarter detection: it’s a shift from visibility to understanding — and from reacting to predicting. Clear visibility in a complex worlds As maritime environments grow more dynamic, the need for timely, accurate awareness has never been greater. Detecting small or unusual vessels early helps prevent incidents, strengthen security, and support safer operations. Seagull empowers teams to stay ahead, not by adding more eyes to screens, but by making every camera more effective. \"With Seagull, the unexpected becomes visible.\" Curious to see Seagull Surveillance in action? Request a Demo", "url" : "https://www.seagullsurveillance.com/seagull-surveillance-blog-page/seeing-the-unseen-detecting-small-and-unusual-vessels-with-ai-powered-assistance", "wordCount" : "1507" } ``` ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "SEAGULL Surveillance", "url" : "https://www.seagullsurveillance.com/seagull-surveillance-blog-page/author/seagull-surveillance" }, "dateModified" : "2026-06-02T11:49:47.061Z", "datePublished" : "2025-12-01T10:47:05.000Z", "headline" : "Seeing the Unseen: Detecting Small and Unusual Vessels with AI-Powered Assistance", "image" : [ "https://www.seagullsurveillance.com/hubfs/seagull_blog_Seeing_the_Unseen_featured.jpg" ], "mainEntityOfPage" : { "@id" : "https://www.seagullsurveillance.com/seagull-surveillance-blog-page/seeing-the-unseen-detecting-small-and-unusual-vessels-with-ai-powered-assistance", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://www.seagullsurveillance.com/hubfs/BrainCreators_logo_orange%20(1).png" }, "name" : "Braincreators" } } ```