Datature

All-in-one no-code MLOps platform streamlining computer vision model building, featuring intuitive interface, customizable workflows, and support for diverse industries.

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About Datature

Introduction

Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. The no-code platform allows non-technical users to build professional-quality models without the hefty cost of hiring. With Datature, users can annotate, train and deploy multiple computer vision models on a single platform, boosting productivity for diverse and complex projects. Furthermore, the platform is compliant with the highest security standards, and offers customised integrations with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Datature offers powerful features including AI-Assisted Labelling tools, customizable training workflows, comprehensive glossaries, and interactive metrics and visualisations to glean insights. The platform also supports powerful APIs and users can run inference predictions with a few lines of code. Datature is designed to benefit diverse industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction, helping them to accelerate their time to market by shortening development time from months to just 14 days on average.

TLDR

Datature is an all-in-one no-code MLOps platform that streamlines the building of computer vision models. It offers an intuitive interface, AI-assisted labelling, customizable training workflows, comprehensive glossaries, and interactive visualisations. Datature complies with leading security standards like SOC2 and provides responsive support and customised integrations between global teams. Datature supports powerful APIs and users can run inference predictions with a few lines of code. Datature is ideal for diverse industries like manufacturing, utilities, and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction, helping them accelerate their time to market. Pricing is flexible and scales with specific needs, and the billing model is based on a per-minute basis. Datature assures continued dedication to maximum efficiency with its personalized Datature+ feature.

Company Overview

Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. With Datature, users can collaborate, annotate, train, and deploy multiple computer vision models on a single no-code platform. The company empowers all non-technical users to build like a pro quickly and easily without the hefty cost of hiring, thanks to its no-code MLOps application. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place. The company's customised integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Datature is committed to helping global companies and teams launch computer vision products faster and better. With its intuitive drag and drop interface and powerful features, users can customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training. Datature offers cutting-edge AI-Assisted Labelling tools, including IntelliBrush, to boost and enrich the productivity of its users, making annotation tasks 10x faster, regardless of their industry. The platform also offers comprehensive glossaries of key MLops terms for streamlined machine learning workflow optimization and interactive metrics and visualisations to glean insights. Furthermore, users can integrate powerful APIs with their stack and run inference predictions with a few lines of code. Datature's cloud-based infrastructure is reliable and scalable, providing users with the ability to deploy their models and scale their applications regardless of their tech stack. Datature is committed to providing outstanding business value propositions with computer vision through its proven use-cases across industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. The company's primary goal is to help users accelerate their time to market by shortening development time from months to just 14 days on average.

Features

All-in-One MLOps Platform

Simplified Process of Annotating, Training, Visualizing, and Deploying Computer Vision Models

Datature is an all-in-one MLOps platform that offers an easy, simple, and fast way to annotate, train, visualize, and deploy computer vision models. With Datature, users can collaborate, annotate, train and deploy multiple computer vision models on a single no-code platform. With Datature's AI-assisted labeling tools, including IntelliBrush, non-technical users can quickly and easily create professional-quality models without the hefty cost of hiring a professional. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place. Its customized integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams.

Customized Training Workflows

Datature's all-in-one platform offers highly configurable training workflows with options to configure datasets, augmentations, and models quickly and easily to suit any model training. The platform provides interactive metrics and visualizations to glean insights, integrate powerful APIs with their stack, and run inference predictions with a few lines of code. The cloud-based infrastructure is reliable and scalable, providing users with the ability to deploy models and scale their applications regardless of their tech stack.

Global Collaboration Assistance

Datature's easy to use MLOps platform provides all-inclusive preparation and management of the entire dataset and users' teammates on a single platform. It helps users import and export annotation formats, manage datasets, projects, and users, perform Metadata search queries, and hosts their training data the way they want it.

Cutting-Edge AI-Assisted Labelling Tools

IntelliBrush Technology

Datature's IntelliBrush technology is an innovative tool that enables users to create a professional-quality model quickly and easily. It offers cutting-edge AI-Assisted Labelling tools designed to boost and enrich the productivity of its users, making annotation tasks 10x faster regardless of their industry. IntelliBrush helps users to save time and effort while providing high-quality labeling for models.

Data-Annotating Tools

Datature offers a host of data-annotating tools that are designed to make the process of data annotation easier and more accurate. These tools include tracing lines, drawing bounding boxes, and polygons, making it easy for users to annotate their data with minimal effort and in a short period.

Data Augmentation Tools

Datature provides data augmentation tools, which helps in increasing the size of the dataset to improve the accuracy of the models. It includes random crop, random rotation, flip, brightness, contrast, and much more. With these tools, users can quickly increase their annotated dataset and improve model accuracy.

Comprehensive Glossaries

Key MLops Terms

Datature offers comprehensive glossaries of key MLops terms, which are designed to streamline machine learning workflow optimization and enable users to gain a better understanding of the process. These glossaries provide detailed descriptions of all the vital terms that a user may come across while working on Datature's platform.

Visualizations and Insights

Datature provides Interactive metrics and visualizations that help users get insights and improve the model. These insights help users to understand the dataset and its distribution better. Additionally, Datature's platform allows users to compare different experiments that they have executed, helping them to select and deploy a suitable model for the required task.

Responsive Support

Datature's platform provides responsive support to ensure the smooth functioning of the entire machine learning workflow optimization process. Once the user has an issue, they can contact Datature's support system for assistance, and the team will provide a solution within a prompt time.

Outstanding Business Value Propositions

Proven Use-Cases Across Industries

Datature is committed to helping global companies and teams launch computer vision products faster and better. The company's primary goal is to help users accelerate their time to market by shortening development time from months to just 14 days on average. Datature has proved its effectiveness in increasing productivity across industries like manufacturing, utilities, and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. It offers cutting-edge technologies and tools that benefit all these industries, helping them to create professional models and achieve their business goals.

Maximized Productivity and Impact

Datature is an all-in-one MLOps platform that is designed to maximize productivity and impact. It provides users with the entire workflow optimization process and machine learning capabilities on one platform, eliminating the need for jumping from one tool to another. Datature ensures global teams and companies launch computer vision products faster and better without any hassle of managing complex systems and algorithms. The system allows the user to manage multiple projects and teammates, and thus all work can be supervised easily, unlocking their highest productivity and operating at maximum efficiency.

Eligibility for Datature+

Datature assures users of their continued dedication to operating at maximum efficiency through its Datature+ feature. This feature provides fully managed project services and premier support from engineers and product managers, helping users to create professional models within the shortest time possible. Its assured high-quality support system ensures users get prompt responses in case of issues and provides expert assistance where required.

Pricing

Datature offers flexible pricing options that scale with your needs. Whether you're a startup or an enterprise, they have a plan that fits your budget. With their all-in-one MLOps platform, you can manage projects and collaborators for annotations, model training, and deployment. Their platform allows you to launch computer vision products faster with powerful features, and the best part is, you can test and validate multiple experiments without a single line of code.

Datature's pricing is customized to fit your specific needs. They offer a free plan with limited features so you can try out their platform before committing to a paid plan. For startups and small businesses, they offer a basic plan that starts at $49 per month. This plan includes one collaborator, one project, and up to 5,000 annotations. For larger organizations, they offer professional and enterprise plans that offer more collaborators, projects, and annotations, starting at $99 per month.

Datature also offers custom pricing plans that are tailored to meet your specific needs. If you have a unique use case or require additional features, you can schedule a call with their sales team to discuss a personalized pricing plan. Moreover, if you're feeling stuck with their product, you can also schedule a free 30-minute consultation with their engineering team. If you need help urgently, their customer success representative is available online from 9 am to 9 pm (GMT+8).

Datature's pricing is designed to make it easy for you to build better and faster without exceeding your budget. Regardless of the size of your team, you can add unlimited users to your account at no extra cost, and you can create as many projects as you want without any restrictions. Also, their platform supports JPG and PNG image data formats, and they are working on supporting video files in the future.

Finally, Datature offers a billing model that is based on a per-minute basis. When you create a workflow and set the corresponding parameters, a private compute instance will be created with the transpiled TensorFlow codes. This instance will perform the training on your image data, and you will be billed based on the time it takes to complete the training process.

FAQ

What is Datature?

Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. The platform is a no-code MLOps application that enables non-technical users to build quickly and easily without the hefty cost of hiring. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place.

What industries can benefit from using Datature?

Datature is ideal for industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. The platform offers business value propositions with computer vision through its proven use-cases across industries, enabling users to accelerate their time to market by shortening development time from months to just 14 days on average.

What AI-assisted labeling tools does Datature offer?

Datature offers cutting-edge AI-Assisted Labelling tools, including IntelliBrush, to boost and enrich the productivity of its users, making annotation tasks 10x faster, regardless of their industry.

How does Datature ensure collaboration between teams?

Datature's customised integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Users can collaborate, annotate, train, and deploy multiple computer vision models on a single no-code platform. With its intuitive drag and drop interface and powerful features, users can customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training.

What type of AI models can be trained on Datature's platform?

Datature's platform enables users to customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training. The platform offers comprehensive glossaries of key MLops terms for streamlined machine learning workflow optimization and interactive metrics and visualizations to glean insights. Users can integrate powerful APIs with their stack and run inference predictions with a few lines of code.

Alternatives

If you're in search of alternatives to Datature, here are some other AI vision platforms you can consider:

Clarifai

Clarifai is an AI platform for computer vision applications. It offers advanced image and video recognition, as well as custom model creation using your own data. Clarifai's API is easy to use and offers pre-built models for faster deployment. Additionally, it provides a clean and simple user interface that enables users to quickly customize models without code.

Google Cloud AutoML

Google Cloud AutoML is another AI platform that allows users to create their custom machine and deep learning models. By using Google's advanced neural architecture search technology, users can create high-quality models without being experts in machine learning. The tool offers an easy-to-use interface and supports image, video and text data.

Amazon Rekognition

Amazon Rekognition is a machine learning-based image and video recognition service offered by AWS. Amazon Rekognition is capable of identifying objects, people, text, scenes and activities in photos and videos. The tool uses deep learning models that can be trained with your own data, and also comes with pre-trained models for faster deployment.

IBM Watson Studio

IBM Watson Studio is a data science and AI platform that helps users build, train, and deploy machine learning models for various use cases. In terms of computer vision, Watson Studio offers an image recognition service, which uses deep learning algorithms that can detect and classify visual objects and scenes. The tool is user-friendly and supports various programming languages and environments.

<h2>Introduction</h2>
    <p>Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. The no-code platform allows non-technical users to build professional-quality models without the hefty cost of hiring. With Datature, users can annotate, train and deploy multiple computer vision models on a single platform, boosting productivity for diverse and complex projects. Furthermore, the platform is compliant with the highest security standards, and offers customised integrations with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Datature offers powerful features including AI-Assisted Labelling tools, customizable training workflows, comprehensive glossaries, and interactive metrics and visualisations to glean insights. The platform also supports powerful APIs and users can run inference predictions with a few lines of code. Datature is designed to benefit diverse industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction, helping them to accelerate their time to market by shortening development time from months to just 14 days on average.</p>

<h2>TLDR</h2>
    <p>Datature is an all-in-one no-code MLOps platform that streamlines the building of computer vision models. It offers an intuitive interface, AI-assisted labelling, customizable training workflows, comprehensive glossaries, and interactive visualisations. Datature complies with leading security standards like SOC2 and provides responsive support and customised integrations between global teams. Datature supports powerful APIs and users can run inference predictions with a few lines of code. Datature is ideal for diverse industries like manufacturing, utilities, and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction, helping them accelerate their time to market. Pricing is flexible and scales with specific needs, and the billing model is based on a per-minute basis. Datature assures continued dedication to maximum efficiency with its personalized Datature+ feature.</p>
<h2>Company Overview</h2>
    <p>Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. With Datature, users can collaborate, annotate, train, and deploy multiple computer vision models on a single no-code platform. The company empowers all non-technical users to build like a pro quickly and easily without the hefty cost of hiring, thanks to its no-code MLOps application. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place. The company's customised integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Datature is committed to helping global companies and teams launch computer vision products faster and better. With its intuitive drag and drop interface and powerful features, users can customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training. Datature offers cutting-edge AI-Assisted Labelling tools, including IntelliBrush, to boost and enrich the productivity of its users, making annotation tasks 10x faster, regardless of their industry. The platform also offers comprehensive glossaries of key MLops terms for streamlined machine learning workflow optimization and interactive metrics and visualisations to glean insights. Furthermore, users can integrate powerful APIs with their stack and run inference predictions with a few lines of code. Datature's cloud-based infrastructure is reliable and scalable, providing users with the ability to deploy their models and scale their applications regardless of their tech stack. Datature is committed to providing outstanding business value propositions with computer vision through its proven use-cases across industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. The company's primary goal is to help users accelerate their time to market by shortening development time from months to just 14 days on average.</p>
<h2>Features</h2>

<h3>All-in-One MLOps Platform</h3>
        <h4>Simplified Process of Annotating, Training, Visualizing, and Deploying Computer Vision Models</h4>
            <p>Datature is an all-in-one MLOps platform that offers an easy, simple, and fast way to annotate, train, visualize, and deploy computer vision models. With Datature, users can collaborate, annotate, train and deploy multiple computer vision models on a single no-code platform. With Datature's AI-assisted labeling tools, including IntelliBrush, non-technical users can quickly and easily create professional-quality models without the hefty cost of hiring a professional. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place. Its customized integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams.</p>
        
        <h4>Customized Training Workflows</h4>
            <p>Datature's all-in-one platform offers highly configurable training workflows with options to configure datasets, augmentations, and models quickly and easily to suit any model training. The platform provides interactive metrics and visualizations to glean insights, integrate powerful APIs with their stack, and run inference predictions with a few lines of code. The cloud-based infrastructure is reliable and scalable, providing users with the ability to deploy models and scale their applications regardless of their tech stack.</p>
            
        <h4>Global Collaboration Assistance</h4>
            <p>Datature's easy to use MLOps platform provides all-inclusive preparation and management of the entire dataset and users' teammates on a single platform. It helps users import and export annotation formats, manage datasets, projects, and users, perform Metadata search queries, and hosts their training data the way they want it.</p>
    
    <h3>Cutting-Edge AI-Assisted Labelling Tools</h3>
        <h4>IntelliBrush Technology</h4>
            <p>Datature's IntelliBrush technology is an innovative tool that enables users to create a professional-quality model quickly and easily. It offers cutting-edge AI-Assisted Labelling tools designed to boost and enrich the productivity of its users, making annotation tasks 10x faster regardless of their industry. IntelliBrush helps users to save time and effort while providing high-quality labeling for models.</p>
            
        <h4>Data-Annotating Tools</h4>
            <p>Datature offers a host of data-annotating tools that are designed to make the process of data annotation easier and more accurate. These tools include tracing lines, drawing bounding boxes, and polygons, making it easy for users to annotate their data with minimal effort and in a short period. </p>
            
        <h4>Data Augmentation Tools</h4>
            <p>Datature provides data augmentation tools, which helps in increasing the size of the dataset to improve the accuracy of the models. It includes random crop, random rotation, flip, brightness, contrast, and much more. With these tools, users can quickly increase their annotated dataset and improve model accuracy.</p>

<h3>Comprehensive Glossaries</h3>
        <h4>Key MLops Terms</h4>
            <p>Datature offers comprehensive glossaries of key MLops terms, which are designed to streamline machine learning workflow optimization and enable users to gain a better understanding of the process. These glossaries provide detailed descriptions of all the vital terms that a user may come across while working on Datature's platform.</p>
            
        <h4>Visualizations and Insights</h4>
            <p>Datature provides Interactive metrics and visualizations that help users get insights and improve the model. These insights help users to understand the dataset and its distribution better. Additionally, Datature's platform allows users to compare different experiments that they have executed, helping them to select and deploy a suitable model for the required task. </p>
            
        <h4>Responsive Support</h4>
            <p>Datature's platform provides responsive support to ensure the smooth functioning of the entire machine learning workflow optimization process. Once the user has an issue, they can contact Datature's support system for assistance, and the team will provide a solution within a prompt time. </p>
        
    <h3>Outstanding Business Value Propositions</h3>
        <h4>Proven Use-Cases Across Industries</h4>
            <p>Datature is committed to helping global companies and teams launch computer vision products faster and better. The company's primary goal is to help users accelerate their time to market by shortening development time from months to just 14 days on average. Datature has proved its effectiveness in increasing productivity across industries like manufacturing, utilities, and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. It offers cutting-edge technologies and tools that benefit all these industries, helping them to create professional models and achieve their business goals.</p>
            
        <h4>Maximized Productivity and Impact</h4>
            <p>Datature is an all-in-one MLOps platform that is designed to maximize productivity and impact. It provides users with the entire workflow optimization process and machine learning capabilities on one platform, eliminating the need for jumping from one tool to another. Datature ensures global teams and companies launch computer vision products faster and better without any hassle of managing complex systems and algorithms. The system allows the user to manage multiple projects and teammates, and thus all work can be supervised easily, unlocking their highest productivity and operating at maximum efficiency.</p>

<h4>Eligibility for Datature+</h4>
            <p>Datature assures users of their continued dedication to operating at maximum efficiency through its Datature+ feature. This feature provides fully managed project services and premier support from engineers and product managers, helping users to create professional models within the shortest time possible. Its assured high-quality support system ensures users get prompt responses in case of issues and provides expert assistance where required. </p>

<h2>Pricing</h2>
    <p>Datature offers flexible pricing options that scale with your needs. Whether you're a startup or an enterprise, they have a plan that fits your budget. With their all-in-one MLOps platform, you can manage projects and collaborators for annotations, model training, and deployment. Their platform allows you to launch computer vision products faster with powerful features, and the best part is, you can test and validate multiple experiments without a single line of code. </p>
    <p>Datature's pricing is customized to fit your specific needs. They offer a free plan with limited features so you can try out their platform before committing to a paid plan. For startups and small businesses, they offer a basic plan that starts at $49 per month. This plan includes one collaborator, one project, and up to 5,000 annotations. For larger organizations, they offer professional and enterprise plans that offer more collaborators, projects, and annotations, starting at $99 per month.</p>
    <p>Datature also offers custom pricing plans that are tailored to meet your specific needs. If you have a unique use case or require additional features, you can schedule a call with their sales team to discuss a personalized pricing plan. Moreover, if you're feeling stuck with their product, you can also schedule a free 30-minute consultation with their engineering team. If you need help urgently, their customer success representative is available online from 9 am to 9 pm (GMT+8).</p>
    <p>Datature's pricing is designed to make it easy for you to build better and faster without exceeding your budget. Regardless of the size of your team, you can add unlimited users to your account at no extra cost, and you can create as many projects as you want without any restrictions. Also, their platform supports JPG and PNG image data formats, and they are working on supporting video files in the future.</p>
    <p>Finally, Datature offers a billing model that is based on a per-minute basis. When you create a workflow and set the corresponding parameters, a private compute instance will be created with the transpiled TensorFlow codes. This instance will perform the training on your image data, and you will be billed based on the time it takes to complete the training process.</p>
<h2>FAQ</h2>
    <h3>What is Datature?</h3>
        <p>Datature is an all-in-one MLOps platform that simplifies the process of annotating, training, visualizing, and deploying computer vision models for global teams and companies. The platform is a no-code MLOps application that enables non-technical users to build quickly and easily without the hefty cost of hiring. Datature's cloud platform complies with leading security standards like SOC2, providing users with secure storage, compute, data, and network service all in one place.</p>
    
    <h3>What industries can benefit from using Datature?</h3>
        <p>Datature is ideal for industries like manufacturing, utilities and energy, agriculture, healthcare, retail and e-commerce, smart cities, and construction. The platform offers business value propositions with computer vision through its proven use-cases across industries, enabling users to accelerate their time to market by shortening development time from months to just 14 days on average.</p>
    
    <h3>What AI-assisted labeling tools does Datature offer?</h3>
        <p>Datature offers cutting-edge AI-Assisted Labelling tools, including IntelliBrush, to boost and enrich the productivity of its users, making annotation tasks 10x faster, regardless of their industry. </p>
    
    <h3>How does Datature ensure collaboration between teams?</h3>
        <p>Datature's customised integrations come with responsive support and best-in-class security, ensuring highly effective collaborations between teams. Users can collaborate, annotate, train, and deploy multiple computer vision models on a single no-code platform. With its intuitive drag and drop interface and powerful features, users can customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training.</p>

<h3>What type of AI models can be trained on Datature's platform?</h3>
        <p>Datature's platform enables users to customise training workflows by configuring datasets, augmentations, and models quickly and easily to suit any model training. The platform offers comprehensive glossaries of key MLops terms for streamlined machine learning workflow optimization and interactive metrics and visualizations to glean insights. Users can integrate powerful APIs with their stack and run inference predictions with a few lines of code.</p>
<h2>Alternatives</h2>
    <p>If you're in search of alternatives to Datature, here are some other AI vision platforms you can consider:</p>
    <h3>Clarifai</h3>
        <p>Clarifai is an AI platform for computer vision applications. It offers advanced image and video recognition, as well as custom model creation using your own data. Clarifai's API is easy to use and offers pre-built models for faster deployment. Additionally, it provides a clean and simple user interface that enables users to quickly customize models without code.</p>
    <h3>Google Cloud AutoML</h3>
        <p>Google Cloud AutoML is another AI platform that allows users to create their custom machine and deep learning models. By using Google's advanced neural architecture search technology, users can create high-quality models without being experts in machine learning. The tool offers an easy-to-use interface and supports image, video and text data.</p>
    <h3>Amazon Rekognition</h3>
        <p>Amazon Rekognition is a machine learning-based image and video recognition service offered by AWS. Amazon Rekognition is capable of identifying objects, people, text, scenes and activities in photos and videos. The tool uses deep learning models that can be trained with your own data, and also comes with pre-trained models for faster deployment.</p>
    <h3>IBM Watson Studio</h3>
        <p>IBM Watson Studio is a data science and AI platform that helps users build, train, and deploy machine learning models for various use cases. In terms of computer vision, Watson Studio offers an image recognition service, which uses deep learning algorithms that can detect and classify visual objects and scenes. The tool is user-friendly and supports various programming languages and environments.</p>

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