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March 2025 marked a big step for Labellerr. We introduced advanced precision editing tools and better collaboration features. These updates make image annotation faster and more accurate. Our new AI-powered editing tools help teams work up to 10 times faster while keeping high quality.

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Major Feature Releases

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1. Magic Editor Enhancement

Our new Magic Editor helps you refine image annotations at the pixel level. It fixes sharp edges and missing labels without disturbing your existing work. Key Features:
  • Make smooth boundary corrections using simple keyboard shortcuts
  • Works perfectly with SAM’s one-dot labeling feature for better precision
  • Easily merge unlabeled areas by moving keypoints
This tool is very useful in retail for product outlining, in medical imaging, and for any object detection task where precision matters. It saves you time by removing the need to manually drag keypoints, all while keeping your annotation shapes perfect.

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2. Precision Masking and Boundary Tools

We also released new Precision Masking and Boundary Tools. These tools use a superpixel segmentation system to automatically group pixels and create masks for you. Key Features:
  • Create high-resolution masks without drawing them by hand
  • Improve accuracy for irregular and complex shapes
  • Fine control over object boundaries
Use Cases:
  • Fashion Industry: Analyze fabric patterns and segment garments
  • Medical Imaging: Create precise segmentations of tumors and organs
  • Automotive: Annotate vehicle parts for autonomous driving applications

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3. Advanced Editing Suite: Polygon Eraser & CLIP Mode

Polygon Eraser:
  • Selectively remove parts of your annotations with precision
  • Adjust keypoints to create perfect polygon shapes
  • Integrates smoothly with existing SAM annotations
CLIP Mode:
  • Automatically refines boundaries and fixes overlapping areas in seconds
  • Provides precise segmentation without manual keypoint stretching
  • Works across medical imaging, autonomous driving, retail, and agriculture

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4. SAM 2 Integration for Video Object Tracking

We integrated Meta’s Segment Anything Model 2 (SAM 2) directly into our video annotation platform. This update brings powerful AI-assisted object tracking to your workflows, making video annotation faster and more accurate than ever before. Key Benefits:
  • Work Up to 10x Faster: Automate tedious frame-by-frame annotation
  • Improve Accuracy: SAM 2 captures fine details and handles moving objects smoothly
  • Simplify Your Workflow: Intuitive process makes advanced object tracking accessible to everyone

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Technical Improvements

  • Enhanced SAM Integration: One-click object annotation with better accuracy across different object types
  • Seamless Workflow: Smooth transitions between editing tools without losing context
  • Advanced Quality Control: Quality checks ensure annotation accuracy throughout the editing process
These updates make Labellerr a leading platform for high-precision data labeling, helping teams work faster and better.