About
Synthgen generates additional labelled training images of the rare classes your computer-vision model struggles with. The scratch or blowhole you rarely see, the weed species that shows up twice per field, the finding in one scan out of a thousand. Powered by the Synthgen Engine, every image ships with a pixel-perfect mask, ground truth by construction. We work across manufacturing inspection, agriculture and medical imaging. The common thread isn't the industry - it's the long tail: the class too rare to collect and too costly to miss. We measured our work against a placebo. In our SCARCE benchmark, generated images were compared not to "no data" but to duplicated real images the dataset already had - same count, same model, same schedule. Across 9 public datasets and 3 imaging modalities, the generated arm won on the hardest class every time, by +9 to +35 points.