Priority scores

Upload priority scores (Active Learning)

The priority scores feature helps you determine the items that you need to annotate first to improve your model training. It's a key active learning feature that speeds up your annotation time.

To upload priority scores:

1. Go to Setup → Settings → General.
2. Enable Priority scores. When enabled successfully. you'll see a message at the top of the page that says Changes saved.
3. Go to Data, click Add, and select Upload Priority Scores.
4. Drag and drop or choose a CSV file from your computer.

Who can upload priority scores?

Team Owners, Team Admins, and Project Admins (with permission) can upload priority scores.

❗️

• Items whose names don’t match the ones in the CSV file or have no priority scores will be skipped.
• Items that don't have names or priority scores won't be uploaded.

After the upload is complete, a priority score appears next to each item. You can sort your items by their priority values.

🚧

If the Priority scores task assignment setting is enabled for your project, then contributors will receive items by priority score.

📘

Download this file and use it as a guide to create a CSV file.

SDK function

To upload priority scores:

project_name = 'Project Name'
scores = [
    {
        "name" : "image_1.png",
        "priority": 0.567
    },
    {
        "name" : "image_2.png",
        "priority": 0.789
    }
]

sa.upload_priority_scores(
    project = project_name,
    scores = scores
)