Aquarium LearningWe help ML teams improve their models by improving their datasets

Aquarium | The Platform For ML Data Curation

Revolutionize Your ML Data Operations

Aquarium's embedding technology surfaces the biggest problems in your model performance and finds the right data to solve them.

Key Features

• Embedding Infrastructure: End-to-end solution for embedding generation, processing, and querying.
• Automatic Issue Surfacing: Identifies critical errors in model performance with a visual user interface for inspection and collaboration.
• Streamlined Data Collection: Facilitates the collection of specific objects or scenarios across large pools of labeled and unlabeled data.
• Embeddings Made Easy: Simplifies the use of neural network embeddings without the need for maintaining infrastructure.
• Surface Critical Errors: Detects critical patterns of model failures and helps prioritize issues.
• Targeted Data Collection: Finds edge case scenarios in massive unlabeled datasets and bootstraps new classes using few-shot learning technology.

Use Cases

• Classification
• 2D Object Detection
• 3D Object Detection
• Segmentation

Pricing

Aquarium offers scalable solutions tailored to your data needs. Contact us for detailed pricing information and to schedule a demo.

Teams

Aquarium is trusted by world-class ML teams to improve model performance rapidly. Our platform scales reliably to datasets containing hundreds of millions of datapoints and ensures data security with SOC2 Type 2 certification. We provide hands-on support, including solutions engineering resources, customer success syncs, and user training to help you get the most value from our platform.

Get in touch to learn more about how Aquarium can transform your ML data operations.