Is it free to convert PaliGemma JSONL to RF-DETR?
Yes! It is free to convert PaliGemma JSONL data into the RF-DETR format on the Roboflow platform.
Convert annotation formats
How to Convert PaliGemma JSONL to RF-DETR
In this guide, we show you how to convert data between the PaliGemma and RF-DETR formats for free. You can use your converted data to train models and other models that support the RF-DETR format.
PaliGemma JSONLtoRF-DETR
PaliGemma JSONL
PaliGemma is a multimodal model developed by Google. PaliGemma uses a JSONL data format.
RF-DETR
RF-DETR is a real-time object detection transformer-based architecture designed to transfer well to both a wide variety of domains and to datasets big and small.
Below, learn the structure of RF-DETR.
coco.jsonJSON
{
"info": {
"year": "2020",
"version": "1",
"description": "Exported from roboflow.ai",
"contributor": "Roboflow",
"url": "https://app.roboflow.ai/datasets/hard-hat-sample/1",
"date_created": "2000-01-01T00:00:00+00:00"
},
"licenses": [
{
"id": 1,
"url": "https://creativecommons.org/publicdomain/zero/1.0/",
"name": "Public Domain"
}
],
"categories": [
{
"id": 0,
"name": "Workers",
"supercategory": "none"
},
{
"id": 1,
"name": "head",
"supercategory": "Workers"
},
{
"id": 2,
"name": "helmet",
"supercategory": "Workers"
},
{
"id": 3,
"name": "person",
"supercategory": "Workers"
}
],
"images": [
{
"id": 0,
"license": 1,
"file_name": "0001.jpg",
"height": 275,
"width": 490,
"date_captured": "2020-07-20T19:39:26+00:00"
}
],
"annotations": [
{
"id": 0,
"image_id": 0,
"category_id": 2,
"bbox": [
45,
2,
85,
85
],
"area": 7225,
"segmentation": [],
"iscrowd": 0
},
{
"id": 1,
"image_id": 0,
"category_id": 2,
"bbox": [
324,
29,
72,
81
],
"area": 5832,
"segmentation": [],
"iscrowd": 0
}
]
}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.
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 RF-DETR 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 PaliGemma JSONL format to RF-DETR format!
Video Tutorial
Convert Computer Vision Annotation Formats 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.
Frequently Asked Questions
Yes! It is free to convert PaliGemma JSONL data into the RF-DETR format on the Roboflow platform.
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.