Speed up your Labeling with the Label Studio ML Backend (feat. YOLO)
Автор: Label Studio
Загружено: 2025-05-01
Просмотров: 5084
Do you want to use models like YOLO to speed up your labeling process? Maybe you’re trying to evaluate how well these models work in your own environment? The Machine Learning (ML) Backend in Label Studio allows you to connect any model you want, including YOLO, to Label Studio to quickly prelabel your data, making labeling and evaluation a snap! This dramatically speeds up time to insight on both your models and your annotation tasks.
In this video, ML Evangelist Micaela Kaplan walks you through what the Label Studio ML Backend is and how it works. She’ll also teach you how to use it with some popular already-integrated models including YOLO and show you how to build your own ML Backend integration to speed up your labeling and improve time-to-insight for models that don’t already have an integration (such as custom models).
You’ll learn:
How the ML Backend allows you to connect YOLO to Label Studio for prelabeling and evaluation
How to use our existing examples to speed up your labeling process
How to create your own ML Backend for any model you might be using
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