FormatsLabelMe JSON
Convert to Florence-2

How to Convert LabelMe JSON to Florence-2

In this guide, we show you how to convert data between the

LabelMe

and

Florence-2

formats for free. You can use your converted data to train

models and other models that support the

Florence-2

format.
‍

16,000+ organizations build with Roboflow
LabelMe JSON
The native format of LabelMe, an open source graphical image annotation tool written in Python and available for Windows, Mac, and Linux.
Florence-2
Florence-2
The data format used by the Florence-2 multimodal model.

Step 1: Create a free Roboflow public workspace

Roboflow is a universal conversion tool for computer vision annotation formats. The Public plan is the best way for those exploring personal projects, class assignments, and other experiments to try Roboflow. To convert your dataset, start by creating a free workspace on the Public plan.

Create Roboflow Workspace

Step 2: Upload your data into Roboflow

Once your account has been created, click Create New Project.

Upload your data to Roboflow by dragging and dropping your LabelMe JSON images and annotations into the upload space.

Step 3: Generate Dataset Version

Next, click "Generate New Version" to generate a new version of your dataset:

You can then apply any preprocessing or augmentation steps to your dataset:

Step 4: Export Dataset Version

After generating, you will be prompted to Export your dataset. You can choose to receive your dataset as a .zip file or a curl download link. Choose Florence-2 when asked in what format you want to export your data. You will see a dropdown with various options like this:

Congratulations, you have successfully converted your dataset from LabelMe JSON format to Florence-2 format!

Next Steps

Ready to use your new Florence-2 dataset? Great!

Try an end-to-end computer vision tutorial, check out your dataset health check or experiment with some augmentations.

Video Tutorial

Want to dive deeper into converting annotation formats with Roboflow? In the tutorial below, we explore how to convert your data in the Roboflow dashboard. We also discuss rejecting annotations
and train-test-validation splits.

Convert LabelMe JSON to other formats

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Convert Florence-2 to other formats

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Frequently Asked Questions

Is it free to convert LabelMe JSON to Florence-2?

Yes! It is free to convert LabelMe JSON data into the Florence-2 format on the Roboflow platform.

How long does it take to convert LabelMe JSON data to Florence-2?

If you have between a few and a few thousand images, converting data between these formats will be quick. But, the time it takes to convert between data formats increases with the more images you have.

Ready to get started?

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