Auto Labeling Image Data | How to Annotate a Dataset and Train a Vision AI Model
Автор: Roboflow
Загружено: 2025-07-16
Просмотров: 6977
So you want to create a custom computer vision model, but don't want to spend hours labeling images by hand, right?
In this video, you'll see how to leverage various tools -- box prompting, instant models, and auto labeling -- to speed up the dataset annotate process when training a custom computer vision model.
You'll also see how to use the annotated dataset to train an RF-DETR model, integrate it into an application to count pills, and then test everything using a live webcam stream.
Content:
00:00 Introduction: Why Auto Labeling?
02:04 Creating a New Project & Uploading Sample Images
04:12 Getting Started with AI-Assisted Labeling
10:48 Configuring & Running an Auto Labeling Task
12:56 Reviewing Labels & Training an RF-DETR Model
18:47 Using the Model to Detect & Count Pills
24:45 Deploying & Testing on a Webcam Stream
Resources:
Auto labeling documentation: https://docs.roboflow.com/annotate/ai...
Join a future webinar: https://www.roboflow.com/webinar
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