Once you're ready to get serious about a computer vision project, you are probably going to need to outsource your labeling. One popular service for this is Scale.com. Unfortunately, the results they send back are not in a format that is ready to go into common machine learning models.
That's where Roboflow comes in. Simply drop in the JSON files you receive from Scale's human annotators and we'll convert them to whatever format you need for your model.
With Roboflow, you can deploy a computer vision model without having to build your own infrastructure.
Below, we show how to convert data to and from
Scale AI JSON
. We also list popular models that use the
Scale AI JSON
data format. Our conversion tools are free to use.
Free data conversion
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Free data conversion
SOC II Type 1 Compliant
Trusted by 250,000+ developers
The
models all use the
data format.
[
{
"task_id": "a9b7c5d3e1f",
"created_at": "2000-01-01T00:00:00.000Z",
"completed_at": "2000-01-01T00:00:00.000Z",
"callback_url": "example@example.com",
"type": "annotation",
"status": "completed",
"instruction": "\n# Instructions\n\nLabel the helmets on the workers.",
"params": {
"attachment": "https://storage.googleapis.com/roboflow/0001.jpg",
"attachment_type": "image",
"objects_to_annotate": [
"helmet",
"head",
"person"
],
"with_labels": true,
"min_width": 0,
"min_height": 0,
"examples": []
},
"is_test": false,
"urgency": "standard",
"metadata": {},
"callback_succeeded": true,
"processed_attachments": [],
"project": "Hard Hat Workers",
"response": {
"annotations": [
{
"width": 189,
"height": 144,
"label": "helmet",
"left": 1374,
"top": 2128
},
{
"width": 157,
"height": 122,
"label": "person",
"left": 1427,
"top": 2409
}
]
},
"project_param_version": 0,
"scale_internal_attachment": "https://d2qt2k6tuv6mdh.cloudfront.net/a9b7c5d3e1f/001.jpg",
"workStarted": true
}
]