Hybrid inspection pipeline

Artifact Inspection

Select a heritage reference object, capture or upload an inspection image, then run the HERA vision comparison and AI interpretation.

Select heritage object

Records are read directly from the HERA Heritage Reference Database.

ESP32-S3 camera, device camera, or manual upload (JPG, JPEG, PNG, WEBP).

Request a frame from the HERA robot camera, use the device camera, or upload an image.

Capture guide

Vision comparison on the HERA backend, then AI interpretation of the visual evidence.

HERA AI analysis is a decision-support tool. Visual findings, possible damage and restoration suggestions require review by a qualified human expert.

Select a heritage object and add an inspection image to enable analysis.