Comprehensive infrastructure for
computer vision orchestration.

A unified architecture to curate datasets, orchestrate advanced visual pipelines, deploy foundation models, and conduct bulk qualitative analysis at scale.

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Visual Pipeline Builder
Image Ingestion
Batch Source
Zero-Shot Detection
Foundation Model
Semantic Dedup
Embedding Filter

Service Hub

Everything you need to orchestrate vision data natively.

Active

Dataset Studio

Curate, evaluate, and label large-scale datasets. Leverage integrated qualitative engines for autonomous auditing.

Core Service Manage
Active

Foundation Models

Native integrations with zero-shot segmentation and vision-language models. Deploy custom weights via S3.

5 Models Configure
Optional

Image Deduplication

Find, compare, and remove duplicate or similar imagery across massive directories using semantic embeddings.

Deduplication Scan
Active

Batch Auditing & Review

Run background batch jobs in the server process. Comprehensive layouts for manual review paired with auto-evaluation reports.

Background Jobs View Runs
Active

Text Extraction

Extract printed or handwritten text automatically across large image collections.

OCR Engine Configure