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Drone Detection Annotation — Visual and Thermal Video

A European defense tech company needed bounding box annotation on two types of video: 64 visual-spectrum drone recordings and 35 minutes of thermal infrared footage. Thermal video requires annotators to learn an entirely different visual language — objects appear as heat signatures, not recognizable shapes.

Challenge

The client was building AI for detecting drones and aircraft in two distinct video types: standard visual footage and thermal infrared feeds. Thermal video presents unique annotation challenges — objects appear as heat signatures rather than recognizable shapes, requiring annotators to learn an entirely different visual language.

Solution

We processed two separate batches: 64 visual-spectrum drone videos and 35 minutes of thermal footage. Annotators placed bounding boxes on aerial objects across both modalities, with quality protocols adapted for the distinct characteristics of each video type.

Results

Delivered 129 hours of annotation across both video types. The quality of thermal video annotation — a particularly specialized skill — led to continued collaboration on subsequent defense-grade datasets.

Video Annotation Bounding Box Thermal IR Drone Detection Visual + Thermal

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