Better datasets create better AI models
Realistic synthetic video datasets for aquaculture AI solutions
Empower your computer vision algorithms with accurate and annotated video datasets designed specifically for fish farming.
Leverage Nereus’s groundbreaking technology to take your AI to the next level.
Realistic Full-Color Input Image Dataset
Our dataset features highly realistic 3D-animated imagery, created using cutting-edge bio-inspired fish simulations and advanced physics-based underwater simulation techniques.
2D Bounding Box Annotation Dataset
Our comprehensive dataset offers pixel-perfect accuracy, ensuring that all annotations are meticulously generated within our advanced and highly sophisticated simulation environment.
3D Bounding Box Annotation Dataset
Our 3D annotations address the near-impossibility of manual annotation by humans, preserving the original spatial data that 2D video projections inherently lose.
Sample Dataset for Download
Explore and download a sample of our high-quality dataset to experience the precision and realism of our annotations and simulations.
The Dataset Challenge
The Need
Developing an AI/ML model requires extensive annotated datasets to ensure quality training and accurate outputs. One of the biggest challenges for AI companies is gaining access to large amounts of high-quality training datasets. Since the success of AI applications are dictated by data access and data quality, this creates a significant bottleneck that causes many AI projects to fail or exceed their budgets.
The Costs
Procuring high-quality datasets for training premium AI models comes with many challenges. First, the current industry standard for data labeling involves manual annotation which consumes, on average, 80% of an AI company’s total time spent. Under this method, workers must annotate, frame-by-frame, videos of fish pens that can contain up to 30,000 individual fish. For this reason, an average AI company will spend $2 to $20 million per year just for data annotation.
The Process
The current process of manual data annotation not only costs enormous time and money, but it also sacrifices the accuracy of AI models. Images with low resolution, low visibility, overlapping fish, and abundant shadows are impossible for people to accurately annotate. In these cases, manually labeling each fish with bounding boxes or silhouettes is far too inefficient to be feasible for premium AI models as it inevitably leads to inaccuracies in computer vision algorithms.
Inaccurate
Detection
The Consequences
Without vast amounts of high-quality annotated datasets, AI models have no future. Data is the “fuel” for AI algorithms and without it they cannot achieve their full potential. Easy access to premium, affordable, annotated data is a necessity for AI companies if they wish to succeed with their projects. Especially since improving the accuracy of AI algorithms requires exponentially more datasets, data is the new gold.
The Solution
Nereus provides high-quality synthetic datasets for training computer vision algorithms. Our platform generates statistically accurate video datasets with annotated labels. Leveraging aquaculture knowledge, we synthesize varied video datasets ensuring high accuracy and ease of use. Our solution is cheaper, faster, and more accurate than traditional manual methods, offering sufficient variation for precise, scalable AI models.
Build Faster and Better with Nereus
Access high-quality video datasets complete with annotated labels
Pricing
$300/10,000 images
$3,000/100,000 images
Enterprise pricing available
Interested or need something different? Get in touch with our team to learn how our synthetic video datasets can help you build better computer vision models.
Biomimetic Fish Simulation for Synthetic Datasets
Nereus is revolutionizing aquaculture with our cutting-edge synthetic video datasets. If you’re looking for affordable, accurate, and abundant annotated datasets or want to substantially boost your AI’s accuracy, Nereus can help you. Join us in shaping the future of sustainable seafood production.
Get in touch
Thank you for your interest in Nereus, a leader in synthesizing accurate video datasets for the aquaculture industry. If you have any questions about our services or would like to get in touch with our team, please fill out the form below and we will get back to you promptly. We look forward to hearing from you!