Product Update: March 2025

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.

Major Feature Releases

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:

• You can make smooth boundary corrections using simple keyboard shortcuts.
• It works perfectly with SAM's one-dot labeling feature for better precision.
• You can 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.

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:

• You can create high-resolution masks without drawing them by hand.
• The tools improve accuracy for irregular and complex shapes.
• They give you fine control over object boundaries.

These tools are great for many industries. The fashion industry can use them to analyze fabric patterns and segment garments. In medical imaging, they help create precise segmentations of tumors and organs. The automotive industry can use them for annotating vehicle parts for autonomous driving applications.

3. Advanced Editing Suite: Polygon Eraser & CLIP Mode

Our new Advanced Editing Suite includes two powerful tools: the Polygon Eraser and CLIP Mode.

Polygon Eraser:

• This tool lets you selectively remove parts of your annotations with precision.
• You can adjust keypoints to create perfect polygon shapes.
• It integrates smoothly with your existing SAM annotations for an easy workflow.

CLIP Mode:

• This feature automatically refines boundaries and fixes any overlapping areas in just seconds.
• It provides precise segmentation without having to stretch keypoints manually.

This suite works across many industries, including medical imaging, autonomous driving, retail, and agriculture.

4. SAM 2 Integration for Video Object Tracking

We are excited to announce that we have integrated Meta's new 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.

Smart Tracking in Action
Video annotation has always been a time-consuming process. Our new Smart Tracking feature, powered by SAM 2, changes that completely.

Key Benefits:

• Work Up to 10x Faster: Automate the tedious task of frame-by-frame annotation and speed up your entire project.
• Improve Accuracy: SAM 2’s advanced model captures fine details and handles moving objects smoothly, leading to higher-quality results.
• Simplify Your Workflow: The intuitive process makes advanced object tracking accessible to everyone on your team.

Technical Improvements

These new features are powered by important technical improvements we made to the platform.

• Enhanced SAM Integration: We improved our integration with SAM, which now allows for one-click object annotation with better accuracy across different types of objects.
• Seamless Workflow: We made transitions between different editing tools smooth and fast. This means you can switch between modes without losing your context or slowing down.
• Advanced Quality Control: We implemented advanced quality control checks to ensure your annotations are accurate throughout the entire editing process.

These updates make Labellerr a leading platform for high-precision data labeling, helping teams work faster and better.