See Things Clearly with AI/ML Labeling

Accelerating Computer Vision Solutions

paradrop solution logo

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.

See Things Clearly with AI/ML Labeling

Accelerating Computer Vision Solutions

paradrop solution logo

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.

  • 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. We craft mission-ready solutions that seamlessly integrate AI, cybersecurity, and digital modernization to enhance national security, strengthen defense capabilities, and drive progress while safeguarding America’s future.

AI icon

ARTIFICIAL
INTELLIGENCE

Leverages advanced analytics to surface insights and democratize knowledge that drives action

Digital Experience icon

DIGITAL
EXPERIENCE

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

Application Modernization icon

APPLICATION
MODERNIZATION

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

Enterprise IT icon

ENTERPRISE IT
SERVICES

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

AI-Enabled Solutions Built to Accelerate

Innovation doesn’t wait, and neither should you. Our ready-to-use solutions are ruthlessly efficient, dangerously fast, and can be tailored to your mission’s most impossible challenges. We have generative AI solutions to open-source design systems and more.

AI-Enabled Solutions Built to Accelerate

Innovation doesn’t wait, and neither should you. Our ready-to-use solutions are ruthlessly efficient, dangerously fast, and can be tailored to your mission’s most impossible challenges. We have generative AI solutions to open-source design systems and more.

explore our custom solutions
explore our custom solutions

Accelerate Your Work

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