Open-source engine that reads handwritten or printed specimen ID tags in photos, in any orientation. Returns tag text, position, angle and a calibrated confidence score. Lightweight ONNX core, versioned JSON contracts and pluggable backends, built to embed in mobile, web and research apps.
