Datature

Datature | The Complete AI Vision Platform is an end-to-end no-code platform designed to help researchers, startups, growth-stage companies, and enterprises build, annotate, train, and deploy computer vision models. It emphasizes rapid experimentation, scalable production, and seamless collaboration across teams, with built-in support for data management, annotation workflows, model training, deployment, and integrations through a single platform.

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Overview

Datature provides a drag-and-drop visual workflow to manage the entire computer vision lifecycle without writing code. It supports multi-user collaboration, versioned datasets, automated and manual annotation, model training with industry-tested architectures, scalable deployment, and integrations with external tools and applications. The platform is designed to serve a wide range of industries including pharmaceutical & healthcare, retail & e-commerce, smart cities, utilities & energy, agriculture, manufacturing & construction, and more.

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What you can do with Datature

• Annotate, train, and deploy multiple computer vision models on a single no-code platform.
• Manage projects, users, and datasets with version control and advanced search.
• Build and run end-to-end computer vision workflows—from data ingestion to production deployment.
• Leverage pre-built model architectures (e.g., YOLO variants) and automated training pipelines.
• Deploy models to production with auto-scaling, monitoring, and security compliance (SOC 2, HIPAA compliant plans available).
• Integrate with applications and deploy via hosted or on-prem deployments.
• Access a no-code Viz for model visualization, artifacts, and performance insights.

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Key Components

• Nexus: Core collaboration layer for annotating, training, and deploying CV models.
• IntelliBrush: Advanced annotation tool enabling rapid, precise labeling.
• Portal & Visor: Visualization and early-access components for model insights and deployment readiness.
• Developer Tools: Python SDK and CLI to extend capabilities and build custom workflows.
• Documentation, Tutorials, Repositories, and Glossary: Guides to accelerate development and adoption.

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How Datature Works

1. Import and manage datasets (images, videos, 2D/3D data) with version control and search.
2. Annotate data using IntelliBrush and other labeling workflows, with options for human or AI-assisted labeling.
3. Train production-grade models with visual workflows, selecting architectures like YOLOv8, and utilize multi-GPU setups.
4. Evaluate performance with comprehensive logs, graphs, and confusion matrices.
5. Deploy models to production with scalable hosting, region selection, and secure integrations.

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Industry Use Cases

• Pharmaceutical & Healthcare: AI-assisted medical image analysis and diagnostics support.
• Retail & E-commerce: Inventory management, autonomous checkouts, and visual QA.
• Smart City: Traffic analysis, city surveillance, and infrastructure monitoring.
• Utilities & Energy: Asset inspection and maintenance automation.
• Agriculture: Crop monitoring and yield optimization.
• Manufacturing & Construction: Defect detection and remote monitoring.

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Pricing and Plans

Datature offers a no-code MLOps platform with free tier options for experimentation and scaled pricing for production workloads. Features include onboarding guides, tutorials, and community resources, plus sales and support channels for customised pricing.

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How to Get Started

• Sign up for free access to create projects and try annotation and training workflows.
• Use Nexus to collaborate on labeling, training, and deployment across teams.
• Utilize IntelliBrush for faster labeling and improved throughput.
• Explore portals and visors to visualize model performance and deployment status.
• Connect with Datature support for a tailored plan on security, compliance, and deployment needs.

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Safety and Compliance

Datature emphasizes secure handling of data through SOC 2 and HIPAA-compliant options and supports hosted deployments in regions of choice to meet data residency and governance requirements.

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Core Features

• No-code end-to-end CV platform: annotate, train, visualize, and deploy without coding.
• Multi-project collaboration with versioned datasets and advanced search.
• IntelliBrush: AI-assisted, rapid annotation with high accuracy.
• YOLOv8 and other cutting-edge model architectures with automated training workflows.
• Visual workflow builder for training, evaluation, and deployment artifacts.
• Fast, scalable deployments with auto-scaling, monitoring, and security.
• Flexible artifact management with export in TensorFlow, ONNX, PyTorch, etc.
• SDK and API access for developers to extend and integrate Datature into existing stacks.
• SOC 2 and HIPAA-compliant options for enterprise security.
• Industry-focused use-cases and guided workflows for rapid value realization.