Datature is an all-in-one MLOps platform that simplifies how computer vision models are built, trained, and deployed, without requiring users to write a single line of code. The platform features a range of tools that allows users to collaborate, annotate, train, and deploy multiple computer vision models on a single platform quickly and easily. Datature's pixel-perfect annotations are achieved quickly and easily, ensuring greater accuracy with minimal errors.
Additionally, the intuitive drag-and-drop interface enables users to customise training workflows by configuring datasets, augmentations, and models to suit any training model. With auto image augmentations that scale with the training checkpoints, users can enhance the model's robustness and outcomes significantly.
Datature's pricing scales with the user's needs, enabling them to pay only for the features they require. Datature's features also include real-time model visualisation, advanced evaluations and validations, low-code deployment, customised integrations with responsive support, and access to a comprehensive glossary of key MLops terms. Datature is a top-choice AI platform for companies and teams that want to build first-rate computer vision models for various use-cases, allowing them to reduce development time from months to just 14 days on average, thus empowering non-technical users to build and deploy with ease.
TLDR
Datature is an all-in-one MLOps platform that simplifies the task of building, training, and deploying computer vision models for companies and teams. The platform obtains pixel-perfect annotations quickly and easily, ensuring greater accuracy with minimal errors.
The drag-and-drop interface enables customised training workflows by configuring datasets, augmentations, and models to suit any training model. Datature's pricing scales with the user's needs, enabling them to pay for the features they require. Datature's features include real-time model visualisation, advanced evaluations and validations, low-code deployment, customised integrations with responsive support, and access to a comprehensive glossary of key MLops terms.
Datature helps businesses accelerate their productivity and time to market, with responsive support and best-in-class security providing complete peace of mind. Datature offers flexible pricing plans that suit both small and large organizations, with a free tier on offer to help you get started.
Datature is a top-choice AI platform for those looking to build first-rate computer vision models for various use-cases, allowing them to reduce development time from months to as little as 14 days, empowering non-technical users to build and deploy like a pro.
Company Overview
Datature is a powerful no-code platform that simplifies how computer vision models are built for faster and better product launches. As a comprehensive all-in-one MLOps platform, it allows users to manage projects and members for annotation, model training, and deployment without writing a single line of code. The platform also enables customised integrations with responsive support and best-in-class security, thus offering users complete peace of mind.
The platform features a range of tools that allows users to collaborate, annotate, train, and deploy multiple computer vision models on a single platform quickly and easily. With Drag and Drop functionality, users can visualize and check the model's performance against the ground truth. Datature's pixel-perfect annotations are achieved quickly and easily, ensuring greater accuracy with minimal errors.
Datature's intuitive drag-and-drop interface allows users to customise training workflows by configuring datasets, augmentations, and models to suit any training model. With auto image augmentations that scale with the training checkpoints, users can enhance the model's robustness and outcomes significantly. They can also choose from a range of hardware acceleration settings and checkpoint strategies to optimise training outcomes.
The platform provides users with interactive metrics and visualisations that glean insights in real-time. This allows users to make informed decisions to improve the model's performance by reviewing neural training insights against target metrics such as Total Loss, Classification Loss, and Localisation Loss. Users can also track model training progress in real-time efficiently by reviewing the General Loss, Detection Box, and Mask Matrices.
Overall, Datature is a top-choice AI platform for companies and teams that want to build first-rate computer vision models for various use-cases. With flexible pricing plans that scale with your needs and a commitment to streamlining workflows, Datature helps users to reduce development time from months to just 14 days on average, thus empowering non-technical users to build and deploy like a pro. Additionally, Datature provides its users with comprehensive industry insights through videos, articles, and open-source scripts from experts.
Features
No-Code Experimentation
Test and validate multiple experiments without a single line of code
Datature's no-code platform allows you to test and validate multiple computer vision experiments without having to write a single line of code. This feature helps you to launch your computer vision products faster with powerful features and pricing that scales with your needs. With our platform, you can collaborate, annotate, train, and deploy multiple computer vision models on a single platform without worrying about coding.
Our platform was designed to help you build computer vision applications faster and better.
Powerful Features
Launch computer vision products faster with powerful features and pricing that scales with you
Datature offers powerful features to help you launch your computer vision products faster. With this feature, you can accelerate your MVP from months to just two weeks. We also provide a free tier with powerful features to help you get started.
All paid plans receive 20% off and you gain access to pre-release models and libraries, plus we co-develop white papers with you. Our platform also provides Slack and email support from our team of dedicated engineers and product managers.
Create pixel-perfect annotations in a few clicks. No training required.
Datature's platform allows you to create pixel-perfect annotations in just a few clicks without the need for prior training. This feature helps you to annotate your images properly and efficiently, resulting in accurate training data that is critical for computer vision applications. By providing this feature, we enable you to launch computer vision products faster and better, without the need for a lot of resources to set up annotation systems or hire an annotation team.
Visualise your computer vision model for free
Datature allows you to visualise your computer vision model for free. Our platform lets you drag and drop images to visualise your computer vision models quickly and easily, without the need for coding. This feature enables you to inspect your models efficiently and visually, allowing you to see how your models perform on different datasets or potential applications.
This helps you to adjust your models before launch or pivot to other applications without much risk, ultimately resulting in better computer vision products.
All-in-One MLOps Platform
All in one MLOps platform to manage projects and members for annotations, model training, and deployment
Datature's all-in-one MLOps platform allows you to manage multiple projects and members for annotations, model training, and deployment all in one place. Our platform provides full features to maximise productivity and impact, with additional support from our team of dedicated engineers and product managers. We also offer a customised Datature+ service, with fully managed project services and teleconference premier support from our engineers and product managers to provide additional support tailored to your needs.
This feature makes it easier for you to manage different projects within the same platform, adding greater efficiency to your developer workloads.
Customised Integrations and Security
Customised integrations with responsive support and best-in-class security you can trust
Datature's platform provides customised integrations with responsive support and best-in-class security that you can trust. Our product supports best in class security, with custom integration and scripting options available.
We provide 24/5 dedicated support from our team of engineers and product managers, so you can be sure that your information is secure while working on your computer vision products. Providing customised integrations and robust security enables you to safely store and share sensitive/proprietary data among your team and/or partners.
Comprehensive glossary of key MLOps terms for streamlined optimisation
Datature provides a comprehensive glossary of key MLOps terms for streamlined workflow optimisation. This feature helps you to streamline your machine learning workflow, allowing you to optimise your deployment and delivery methodologies. With our glossary of key MLOps terms, you can ensure that your team is communicating efficiently and effectively throughout the development process.
Open-source scripts from experts to accelerate AI vision development
Datature provides open-source scripts from experts to accelerate AI vision development. Our platform provides users with scripts and Jupyter notebooks from our guides and tutorials notebooks, which users can modify to their own specifications. This feature simplifies and expedites the development process for computer vision applications, allowing for smoother, faster, and more efficient deployment.
Pricing
Datature offers a variety of pricing plans, designed to meet the needs of both small and large organizations. Their plans start at a reasonable price, making it a feasible option for start-ups or businesses with a limited budget. They also provide customised pricing for larger teams and enterprise-level organizations.
Datature’s pricing scales with the user's needs, enabling them to pay only for the features they require. Users can add unlimited members to their account without any additional cost, making it an affordable solution for businesses of all sizes.
One unique feature is the ability to generate precise training data, quickly optimised for model training. Datature's pricing structure includes a per minute billing for a private compute instance to perform training on the image data.
Datature’s platform simplifies computer vision model development and streamlines the process from start to finish. The platform's features include pixel-perfect annotations, real-time model visualisation, advanced evaluations and validations, low-code deployment, customised integrations with responsive support, and access to a comprehensive glossary of key MLops terms for streamlined machine learning workflow optimization.
Datature's pricing plans also come with access to guides, articles, scripts, and Jupyter notebooks to help improve machine learning knowledge and build proficiency. With 24/5 support from dedicated engineers and a personalised onboarding experience, Datature is an all-in-one MLOps platform that helps businesses accelerate their productivity and time to market.
For a more cost-effective option, Datature also provides free 30-minute consultations with their engineering team for users feeling stuck with their product. They also offer teleconference support with product managers and community slack support for additional assistance with more complex issues or questions.
FAQ
What is Datature?
Datature is an all-in-one MLOps platform that simplifies how computer vision models are built and deployed quickly and easily.
How does Datature work?
Datature works by providing users with an intuitive drag-and-drop interface that allows for customising training workflows by configuring datasets, augmentations, and models to suit any training model. The platform enables users to manage projects and members for annotation, model training and deployment without writing a single line of code, with pixel-perfect annotations that are achieved quickly and easily, ensuring greater precision with minimal errors.
What features does Datature have?
Datature comes with a range of tools that allows users to collaborate, annotate, train, and deploy multiple computer vision models on a single platform quickly and easily. The platform provides users with interactive metrics and visualisations that glean insights in real-time allowing users to make informed decisions to improve the model's performance by reviewing neural training insights against target metrics such as Total Loss, Classification Loss, and Localisation Loss. Users can also track model training progress in real-time efficiently by reviewing the General Loss, Detection Box, and Mask Matrices.
Additionally, users can choose from a range of hardware acceleration settings and checkpoint strategies to optimise training outcomes.
What are the benefits of using Datature?
Datature provides companies and teams complete peace of mind with its responsive support and best-in-class security. It streamlines workflows so that non-technical users can build and deploy like a pro, thus reducing the development time from months to just 14 days on average. Additionally, Datature provides comprehensive industry insights through videos, articles, and open-source scripts from experts.
What can Datature be used for?
Datature is a top-choice AI platform for companies and teams that want to build first-rate computer vision models for various use-cases, eliminating the need to invest in research and development or technical resources. It can be used for various industries, such as retail, manufacturing, healthcare, transportation, and more, to improve business operations by automating processes and increasing accuracy.
Alternatives
If you're looking for a Datature alternative, here are a few options:
Clarifai
Clarifai is a computer vision platform that offers pre-trained models and API services. The platform enables enterprises to build and deploy custom computer vision solutions with no coding necessary. Some of its features include image and video recognition, custom model training, data management, and more.
TensorFlow
TensorFlow is an open-source library for machine learning and deep learning applications. One of its core components is TensorFlow Object Detection, which enables developers to build computer vision models for object detection, image classification, and more. Additionally, TensorFlow offers a robust API and a user-friendly interface for creating and training custom models.
IBM Watson
IBM Watson is a suite of AI tools and services that includes computer vision capabilities for image and video analysis. The platform offers pre-trained models and APIs for object recognition, face detection, visual search, and more. IBM Watson also comes with a visual recognition builder tool that allows users to create custom models.
Google Cloud Vision
Google Cloud Vision is a cloud-based computer vision platform that provides pre-trained models and API services for image and video analysis. The platform offers features such as object detection, facial recognition, text extraction, and more. Additionally, Google Cloud Vision provides a visual interface and SDKs for custom model training and development.
