Datature
Datature is an all-in-one vision AI platform designed to streamline the processes involved in managing datasets, annotating, training, and deploying computer vi...
Last verified:
What is Datature?
Datature is an end-to-end Vision AI platform that enables enterprises, developers, researchers, and startups to build and deploy computer vision models without writing code. The platform streamlines the entire computer vision pipeline from data annotation to model deployment, offering tools for dataset management, AI-powered image annotation, model training, evaluation, and production API deployment. Users can manage projects, onboard data and labels, create annotations, design visual training workflows, monitor training processes, evaluate model performance, and manage trained models—all through an intuitive drag-and-drop interface.
Key features include AI-powered annotation tools like IntelliBrush (Datature's proprietary smart brush that snaps to object edges) and SAM (Segment Anything Model) for pixel-perfect masks, plus model-assisted labeling and auto-detection for batch-applying models across datasets. The platform supports four Vision AI tasks: classification for content tagging and object recognition, object detection for human tracking and object counting, keypoints for human pose estimation and gesture recognition, and pixel-level segmentation for complex scene understanding. Training workflows allow users to tune hyperparameters like model architecture, batch size, and epochs, with visual evaluation against ground truth.
Datature is designed for Smart Cities teams optimizing traffic flow, Healthcare teams streamlining diagnostics, Energy & Utilities teams maximizing efficiency, Agriculture teams optimizing crop monitoring, Retail & Commerce teams elevating customer experiences, and Construction & Manufacturing teams enhancing safety and quality control. The platform offers flexible deployment options including API integration for real-time inference, robust security with data locality controls, and optimized resource scaling. Trusted by over 6,000 teams in 58+ countries, Datature supports industries including healthcare, retail, energy, agriculture, manufacturing, construction, and smart cities.
Datature pricing
Pricing model: Freemium
Datature offers Standard Plans and Plus Plans (with IntelliBrush + IntelliMatch). Standard Plans: Starter is $0 USD/mo free (no credit card needed) with 300 images, 300 GPU minutes, unlimited annotations, 5 checkpoints, TensorFlow export only, 1 user per project, Live Chat & Slack support, no advanced analytics, no API deployment. Developer and Professional are custom pricing (contact Us) with 50,000/350,000 images, 3,000/20,000 GPU minutes, 100/500 checkpoints, TensorFlow/TFLite/ONNX export, 3/unlimited users, advanced analytics, API deployment on Professional. Plus Plans: Starter+ is $0 USD/mo free forever with 300 images, 500 GPU minutes, unlimited + 300 IntelliBrush annotations, same limits as Starter. Developer+ and Professional+ are custom pricing with 30,000/100,000 IntelliBrush annotations. Enterprise offers custom pricing for complete end-to-end project development with dedicated teams. Education discount: 20% off all paid plans for students, educators, researchers.
Datature pros
- No-code platform for building computer vision models
- End-to-end pipeline from annotation to deployment
- IntelliBrush AI-assisted annotation snaps to object edges
- SAM (Segment Anything Model) for pixel-perfect masks
- Supports classification, object detection, keypoints, and segmentation
- Drag-and-drop visual workflow interface for training
- Tune hyperparameters like architecture, batch size, epochs
- Visual model evaluation against ground truth
- API deployment for real-time inference
- Flexible deployment across devices and business processes
- Built-in approval and consensus workflows for collaboration
- Unlimited annotations and annotation exports on all plans
- Multiple model export formats: TensorFlow, TFLite, ONNX
- Advanced analytics tools on Developer and Professional plans
- Supports DICOM images for medical image segmentation
- Model-assisted labeling pre-generates annotations on unlabeled data
- Auto-detection batch-applies models across entire datasets
- Asset groups organize datasets into train/val/test splits
- Robust security with data locality controls and authentication
- Trusted by 6,000+ teams in 58+ countries globally
Datature cons
- Starter plan limited to 1 user per project
- Starter plan has no API deployment support
- Starter plan lacks advanced analytics tools
- Free tier only includes 300 image quota
- Free tier limited to 300 GPU training minutes
- Developer and Professional prices require contacting sales
- No TFLite or ONNX export on Starter plan
- IntelliBrush only available on Plus plans
- Limited training checkpoints on Starter plan (only 5)
- Model-assisted labeling requires trained model first
Frequently asked questions about Datature
What is Datature?
Datature is an end-to-end Vision AI platform that enables users to manage datasets, fine-tune vision models, and deploy customized enterprise-ready computer vision solutions without writing code. It streamlines the entire deep learning pipeline from data annotation to model deployment through an intuitive drag-and-drop interface.
Who is Datature for?
Datature is built for individuals curious about experimenting with computer vision, machine learning engineers and researchers building models more efficiently, startups seeking fast cost-effective product development, and enterprises leveraging AI to grow businesses. It caters to researchers, academia, early-stage startups, high-growth companies, enterprises, and experienced builders across Smart Cities, Healthcare, Energy & Utilities, Agriculture, Retail & Commerce, and Construction & Manufacturing teams.
What can I do with Datature?
With Datature, you can categorize data with classification models for content tagging and object recognition, identify and track objects with object detection for human tracking and counting, annotate spatial data with keypoints for pose estimation and gesture recognition, and extract granular visual information with pixel-level segmentation for complex scene understanding. You can also build training workflows, tune hyperparameters, evaluate model performance visually, and deploy models via API for real-time inference.
How much does Datature cost?
Datature offers a free Starter plan at $0 USD/mo (no credit card needed) with 300 images and 300 GPU minutes. Plus Starter+ is also free forever with 500 GPU minutes and 300 IntelliBrush annotations. Developer, Professional, and Enterprise plans have custom pricing requiring contact with sales. Education community gets 20% off all paid plans for students, educators, and researchers.
How is Datature different from other computer vision tools?
Datature is a no-code platform with an intuitive drag-and-drop interface that automatically converts visual workflows into compliant machine learning code. It includes proprietary AI-assisted annotation tools like IntelliBrush that snaps to object edges and 10x faster labeling. The platform offers end-to-end pipeline coverage from annotation to deployment, supports multiple export formats (TensorFlow, TFLite, ONNX), and provides flexible deployment options with robust security and data locality controls.
What annotation tools does Datature support?
Datature supports a full suite of annotation tools including segmentation, bounding boxes, and 3D annotation. AI-powered tools include IntelliBrush (proprietary smart brush snapping to edges), SAM (Segment Anything Model for pixel-perfect masks via point click or box), model-assisted labeling (pre-generates annotations using trained models), and auto-detection (batch-applies models across datasets). The platform also supports tag filtering, multi-object labeling, and automatic mask fine-tuning for irregular boundaries.
What model export formats does Datature support?
Datature supports TensorFlow export on all plans. Developer and Professional plans additionally support TFLite and ONNX export formats. This enables deployment across mobile devices, embedded systems, and various production environments.
Can I deploy Datature models in production?
Yes, Professional plan includes API deployment support for rapid deployment and real-time inference across any application environment. Datature offers flexible deployment options ensuring seamless integration across devices and business processes. Enterprise plans support on-premise deployment and private cloud environments with custom limits and dedicated support for regulated environments.
Does Datature support medical imaging ?
Yes, Datature supports DICOM images for medical image segmentation projects. The platform covers the full DICOM-to-deployed-model pipeline including MPR viewing, SAM-assisted labeling, multi-annotator consensus, and 3D segmentation training. Healthcare teams use Datature to streamline diagnostics, ensure compliance, and improve patient outcomes with computer vision for tasks like tumor vs healthy tissue identification in MRI scans.
How do I organize my dataset in Datature?
Datature Nexus includes asset groups to organize images into logical subsets without creating separate projects. You can split datasets into train/validation/test sets, organize by source or collection site, group images captured under different conditions, or batch by upload time. The platform also supports custom tags, metadata, and version control for dataset structure, with unlimited projects within a workspace.