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Roboflow

Roboflow trains computer vision models quickly using a few example images, suitable for all users.
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Roboflow

What is Roboflow?

Roboflow is an innovative platform that enables users to train state-of-the-art computer vision models using only a few example images. It revolutionizes the field by making computer vision accessible and efficient, allowing users to create working models in less than 24 hours. With Roboflow, users can easily upload example images, analyze and categorize them with advanced algorithms and machine learning techniques, and build accurate computer vision models for tasks like object detection, image classification, and segmentation. The platform's user-friendly interface, customization options, speed, and efficiency make it suitable for various users, from developers to business owners .

Who created Roboflow?

Roboflow was founded by a team of individuals who have garnered support from industry-leading investors such as Craft Ventures, Lachy Groom Fund, and Y Combinator. The platform revolutionizes computer vision by enabling users to train advanced models with minimal example images. It offers a user-friendly interface, customization options, speed, and efficiency in training and deployment, making it an ideal choice for businesses and individuals in need of computer vision solutions.

What is Roboflow used for?

  • Speed up manual annotation workflows with AI-assisted labeling
  • Auto-annotate API automatically labels large batches of data programmatically
  • Track multiple versions of datasets for experimentation
  • Train custom models on hosted GPUs to save time and money
  • Manage annotation projects across multiple work streams
  • Develop, improve, and manage the lifecycle of all models in your organization
  • Deploy models anywhere including edge and cloud deployment
  • Distill foundation models to custom data and smaller models to improve latency
  • Use text-based semantic search and CLIP vectors to find similar data and anomalies
  • Manage annotation projects with streamlined workflows and project management tools
  • Search, curate, and manage visual data
  • Filter, tag, segment, preprocess, and augment image data
  • Designed for ultra-fast labeling in the browser
  • Train custom models on hosted GPUs
  • Auto-annotate large batches of data programmatically
  • Tools to build accurate models
  • Filter, tag, segment, preprocess, and augment image data by metadata, train/test split, or location of image
  • Deploy models anywhere including NVIDIA Jetson, iOS, OAK cameras, Raspberry Pi, etc.
  • Managed infrastructure to use custom model or foundation model as a hosted API endpoint
  • Project management with job assignment, labeling instructions, notifications, metrics tracking, and secure role-based access
  • Deploy custom models or foundation models on various platforms
  • Project management with job assignment, labeling instructions, and notifications
  • Bring images and video from your own buckets in 40+ annotation and image formats via API
  • Distill foundations models to custom data and smaller models to improve latency
  • Managed infrastructure to use custom models or foundation models as hosted API endpoints
  • Deploy models anywhere including NVIDIA Jetson, iOS, OAK cameras, Raspberry Pi, the browser, and more
  • Distill foundation models to custom data and smaller models
  • Managed infrastructure for scalable, high-performance edge and cloud deployment
  • Secure role-based access for data safety
  • Streamlined workflows for reviewing, approving, commenting, or rejecting annotations
  • Use pre-trained models and SAM to automatically apply labels
  • Managed infrastructure to use custom or foundation models as hosted API endpoint

Who is Roboflow for?

  • Developers
  • Researchers
  • Business owners

How to use Roboflow?

Roboflow is a user-friendly platform revolutionizing computer vision by allowing users to train state-of-the-art models using just a few example images. The platform's key features include an intuitive interface, advanced algorithms for image analysis, and customization options for optimizing model performance. Users can easily upload images, train models efficiently, and track model performance through comprehensive analytics. With powerful servers and streamlined processes, Roboflow ensures quick model training and deployment, making it ideal for businesses and individuals alike. Overall, Roboflow empowers users to harness the power of computer vision effectively and efficiently.

Pros
  • Users can easily upload their example images and train their models with minimal effort.
  • Roboflow is designed for ultra fast labeling in the browser
  • It empowers developers, researchers, and business owners to harness the power of computer vision with ease and efficiency.
  • Roboflow's ability to train models with just a few example images, coupled with its user-friendly interface and customization options, sets it apart from traditional platforms.
  • The platform is ideal for businesses and individuals looking to quickly implement computer vision solutions.
  • Roboflow prioritizes speed and efficiency, minimizing the time required for training and deployment.
  • Comprehensive analytics and visualizations are provided to track model performance and generate insights for improvement.
  • The platform offers customization options to fine-tune models by adjusting parameters and integrating additional data sources.
  • Roboflow has a user-friendly interface and intuitive workflow, suitable for users with limited technical expertise.
  • Users can speed up manual annotation workflows with AI-assisted labeling
  • Minimizes time required for training and deployment
  • Comprehensive analytics and visualizations
  • Fine-tuning models by adjusting parameters and integrating additional data sources
  • Offers a range of customization options
  • Provides step-by-step guidance throughout the training process
Cons
  • No HIPAA Compliance/BAA Execution for Starter plans
  • Roboflow lacks Active Directory Integration feature
  • Roboflow does not offer HIPAA Compliance / BAA Execution
  • As-available legacy GPUs, slower training
  • REST API access
  • Limited training credits for certain plans
  • Additional charges for API calls
  • Limited Auto Label credits for certain plans
  • Limited Inference credits for certain plans
  • No HIPAA Compliance / BAA Execution in some plans
  • No managed CPU GPU Cluster in some plans
  • No proactive model understanding and analytics
  • No confusion matrix and vector analysis
  • Limited number of users for free accounts
  • Limited training credits at the start with additional credits having an associated cost

Roboflow FAQs

What payment methods do you accept?
Payment via credit card is accepted for Starter plans. Custom payment options including ACH are available for Enterprise plans. Contact sales for more information.
What happens to training credits at the end of the month?
Training credits do not carry over to the next month.
Is Roboflow free to use?
Roboflow offers a free plan for personal, open source, and research use. Enterprise plans are available for businesses with additional features and support.
Does Roboflow support my business use case?
Roboflow supports various business use cases by providing tools for training and managing computer vision models.
Can I switch my plan after I create my account?
Contact sales for information on switching plans after creating your account.
Where can I ask questions about the product before purchasing?
You can inquire about the product before purchasing by contacting the Roboflow sales team.
How does model licensing work when using Roboflow?
Roboflow offers a commercial model license for users leveraging their platform.
How can I get more training credits if I run out?
If you run out of training credits, contact Roboflow for additional credits.

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