LabelUp

Accelerating Computer Vision Solutions. See Things Clearly with AI/ML Labeling.

Introducing LabelUp

Are you looking to reduce manual labeling time, minimize human error, and efficiently evaluate dataset labels, all while iterating quickly on complex object detection tasks? LabelUp is a solution accelerator designed to enhance AI/ML workflows for more efficient full-motion video and image labeling. It streamlines the labeling process, reducing manual effort, minimizing errors, optimizing dataset evaluation, and seamlessly integrating with challenging object detection tasks.

Are you looking to reduce manual labeling time, minimize human error, and efficiently evaluate dataset labels, all while iterating quickly on complex object detection tasks? LabelUp is a solution accelerator designed to enhance AI/ML workflows for more efficient full-motion video and image labeling. It streamlines the labeling process, reducing manual effort, minimizing errors, optimizing dataset evaluation, and seamlessly integrating with challenging object detection tasks.

  • Extremely time consuming: days, weeks, or months
  • Error prone
  • Difficult to evaluate label quality & consistency of existing datasets
  • Inconsistent among team members
  • Active-learning approaches help but require human to accept/reject

  • Use prompt-based models to accelerate slowest steps
  • Reduce time to minutes/hours, not days/weeks
  • Produce consistent, accurate labels

  • Quickly label a few prompts, then auto-label the rest
  • Utilize integrated image similarity tool to quickly find best prompt images
  • Use familiar UI and one-click labeling (Label Studio + SAM)
  • No-Code auto labeling (SegGPT)
  • Faster modeling cycles for higher accuracy
  • Output labels in standard formats (COCO, PASCAL, etc.)
  • Check preexisting labels for accuracy

Why Use LabelUp?

83x Faster Than Humans
Prompt-Based Labeling
Built on Open-Source Technologies
No-Code UI
Scalable
Locally Deployable

How LabelUp Works

Easily Manage Jobs & Use a Familiar Labeling UI (Label Studio, etc.)

Quickly Label a Few Prompts with ML (Segment Anything Model)

Apply Prompts to Auto-Label Entire Dataset (SegGPT Model)

Review Results & Export in Common Format (COCO, PASCAL, etc.)

Advancing America’s Defenders & Protectors

Everything we do is dedicated to those who serve – service members, military families, and civil servants – and those who support them. Our capabilities seamlessly integrate AI, cybersecurity, and digital modernization to enhance national security, strengthen defense capabilities, and drive progress while safeguarding America’s future.

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ARTIFICIAL
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DIGITAL
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Applies Human-Centered Design to align user needs, mission goals, and technology for customer adoption

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APPLICATION
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Transforms legacy applications into modern, secure workflows with continuous DevSecOps integration

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Advanced organizational hardware, networks, systems, and services that enable today’s modern workforce

AI Built to Accelerate

Innovation doesn’t wait, and neither should you. Our product portfolio and solution accelerators are built for speed and operational impact, so teams can deploy capabilities quickly and adapt them to mission requirements. From generative AI products to open-source design systems and beyond, we deliver proven offerings that scale and can be configured to solve your hardest challenges.

AI Built to Accelerate

Innovation doesn’t wait, and neither should you. Our product portfolio and solution accelerators are built for speed and operational impact, so teams can deploy capabilities quickly and adapt them to mission requirements. From generative AI products to open-source design systems and beyond, we deliver proven offerings that scale and can be configured to solve your hardest challenges.

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Accelerate Your Work

MetroStar has developed numerous AI/ML models supporting complex decision. Let our experts guide you further, faster.