Datalake - Centralized Data Management

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All Your Visual Data. One Place.

Aggregate, organize, and explore billions of images and videos from any source. One unified repository for all your computer vision data.

Architecture

How it works under the hood

Connects to S3, GCP, or Azure. Ingests any image or video format. Indexes everything so you can query it later.

Image & Video Format Support

Ingest standard visual data formats

Processing Pipeline

Embeddings generation & database indexing

Embedding Generation156 vec/sec

Ingestion Rate2,847 img/min

Python SDK

Powerful Data Querying

Query your datalake programmatically with the Python SDK. Filter by tags, metadata, and more with full type hints and auto-completion.

Visual Search

Find similar images instantly

OpenCLIP embeddings turn your images into vectors. Search by similarity, cluster by content, and spot outliers without writing a single query.

Similarity Search

Image → Images

IMG_4521.jpg

cosine similarity > 0.85

Text-to-Image Search

Text → Images

"damaged surface with rust"

CLIP text encoder156 results • 8ms

Anomaly Detection

Isolation Forest

Fine-tune Your Own CLIP Model

Generic embeddings not cutting it? Fine-tune a CLIP model on your own data. Search and clustering get much better when the model knows your domain.

Organization

DataTags & Metadata Schema

Multi-dimensional organization with flexible tagging and comprehensive metadata support. Structure your data without moving files.

Ready to centralize your data?

Connect your storage, upload your data, and start querying. Free trial, no credit card.