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Zero to One: Getting Started with Label Studio
Brand new to Label Studio? We’ve created a jam-packed new tutorial with the most important information to get you up and running.

Erin Mikail Staples
January 30, 2023
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From the Blog
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Label Studio SDK 2.0.0: Your Migration Guide
We’ve released Label Studio SDK 2.0.0, bringing expanded project settings, new Enterprise endpoints, and improved documentation. Here’s what’s new and how to upgrade.
HumanSignal Team
August 21, 2025
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SAM2 vs YOLO for Bounding Box Labeling: Which Should You Use?
A practical comparison of SAM2 and YOLO for bounding box labeling, with pros, cons, and how to use each model in Label Studio.
Micaela Kaplan
August 14, 2025
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9 Criteria for Successful AI Projects
Most AI projects fail from unclear goals and poor alignment. These nine criteria show how to build systems that scale, adapt, and deliver value.
David Hayes
August 12, 2025
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Videos
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Video Frame Classification with Ultralytics YOLOv8 and Label Studio
Learn how to use YOLOv8 and LSTM for video frame classification in Label Studio, with both simple and trainable model support
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Fine Tuning Llama 3 - Adapting LLMs for Specialized Domains
Learn how to fine-tune LLaMA 3 for domain-specific use cases using Label Studio, from setting up your backend to building custom Q&A datasets.
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Object Detection With Ultralytics YOLOv8 And Label Studio
Learn how to use YOLOv8 with Label Studio to power object detection and oriented bounding boxes in your annotation workflow.