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USCORE

Free · for computer vision teams

UAV dataset

Annotated drone footage: thermal and daylight cameras, hard conditions, real targets.

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01 / What is inside

Data your models will not go blind on

We collected this dataset for our own detection and tracking systems and are opening a part of it. These are not stock images but frames from real flights — with noise, glare, waves and small targets at the edge of visibility.

  • Thermal and RGB channels from onboard UAV cameras

  • Night, fog, rain, water and low contrast

  • Bounding-box labels in YOLO format

  • Classes: drones, vessels, vehicles, people

  • Ready train / val / test split

  • Capture notes: altitude, camera, conditions

02 / What for

From the first experiment to a field pilot

  1. A baseline in one evening

    Train a detector on our frames and see how it holds a target in thermal imagery.

  2. Check your own model

    Run your model on the held-out split and see where it loses objects.

  3. Fine-tune for hard conditions

    Add our frames to yours so the model stops confusing waves with boats and birds with drones.

03 / Get it

We will send the link to your work email

The dataset is open to companies and research teams, so we need an address on your organisation’s domain. The email with the link arrives within a minute.

We use the address only for this email and occasional news about USCORE datasets.