About

Aculae builds custom computer vision datasets for rare object detection in overhead imagery.

We help teams train models for targets that are too specific, too rare, or too sensor-dependent for off-the-shelf datasets.

Our workflow combines real imagery, visual effects, and semi-synthetic data generation to render photorealistic target objects into real-world environments at scale.

The result is training data built around the mission, not the nearest available benchmark.

Overhead vehicle detection example in summer conditions Overhead vehicle detection example in rainy conditions Overhead vehicle detection example in snowy conditions Binary vehicle mask for object detection training