Datature

Overview

Datature is a cloud-based platform that provides a comprehensive suite of tools for developing computer vision models. It covers the entire lifecycle, from data annotation and management to model training and deployment.

The platform offers powerful features for collaborative data labeling, including various annotation types like bounding boxes, polygons, and segmentation masks. Users can manage large datasets efficiently and leverage automated annotation tools. Datature simplifies the model training process by providing access to state-of-the-art architectures and allowing users to train models without extensive coding. Finally, it enables flexible deployment options, making it easier to integrate trained models into various applications and workflows.

Datature aims to democratize computer vision development, allowing MLOps teams, data scientists, and engineers to build, iterate, and scale their vision AI projects more effectively, reducing development time and complexity.

Key Features

• End-to-End Computer Vision Platform
• Collaborative Data Annotation (Bounding Box, Polygon, Segmentation)
• Efficient Data Management and Versioning
• Automated Annotation Tools
• One-Click Model Training
• Access to State-of-the-Art Model Architectures
• Flexible Model Deployment Options (API, SDK, Edge Devices)
• Model Evaluation and Analytics
• Dataset Curation and Filtering
• Role-Based Access Control

Supported Platforms

• Web Browser
• API Access
• SDKs (Python)

Integrations

• Cloud Storage (AWS S3, Google Cloud Storage, Azure Blob Storage)
• Custom API Integrations

Pricing Tiers