🤖Batch Auto-Annotation

Do you need a fast auto-annotation tool? Batch Auto-Annotation is here to help!

Batch Auto-Annotation in Unitlab Annotate automatically annotates your data using batch predictions from either built-in AI models or your own (BYO) models.

🤖 Batch Auto-Annotation is available only to paid users, please refer to the Plans and Pricing page on Unitlab Annotate.

Key Features

• Efficient Annotation: Batch Auto-Annotation allows you to annotate large volumes of data quickly and accurately, significantly reducing the time required for manual annotation.

• Scalability: It is built to handle large datasets, making it suitable for projects of any size.

• High Accuracy: Our built-in Foundation Model delivers exceptional precision, enabling accurate image annotation for tasks such as object detection, segmentation, polygon detection, multi-keypoint identification, and classification.

• Flexibility: You can bring your own pre-trained models (BYO) by integrating them with Unitlab Annotate. Learn how to integrate your AI models with Unitlab Annotate on the Model Integration page.

A quick demo

Example #1 : Person Semantic Segmentation using Batch Auto-Annotation

Unitlab Annotate: Person Semantic Segmentation using Batch Auto-Annotation

How to use?

To use batch auto-annotation, ensure that you select an AI model for your project while creating it, as follows:

Unitlab Annotate: Project Creation - Auto-Labeling

In our example, let's select one of the built-in AI models: People Segmentation. As previously mentioned, you have the option to integrate your own pre-trained AI model with Unitlab Annotate. All integrated models, along with the built-in AI models, appear in a list, as shown in the screenshot.

Learn how to integrate your own pretrained AI model into Unitlab Annotate on the Model Integration page.

🧠Model Integration

To complete the demo project for Batch Auto-Annotation, simply follow the same steps as outlined in the "Setup a Project" section.

After completing the project, click on the project. You will see the "Batch Auto Label" button in the right corner of the project's data page, as shown below.

Unitlab Annotate: Do Batch Auto-Annotation

Before performing batch auto-annotation, you need to select a group of data to make a batch. Then click on the "Batch Auto Label" button. It generates annotations for your data.

Let's look at some real examples!

Example #2 : People Instance Segmentation using Batch Auto-Annotation

Unitlab Annotate: People Instance Segmentation using Batch Auto-Annotation

As you can see, it is fast and accurate enough! If your integrated model is accurate enough, why not use it for auto-data annotation in Unitlab Annotate?