ArchXAI Public Demo

Handwritten Text Recognition on CPU

Upload a manuscript page to detect regions and text lines with RF-DETR, then stream TrOCR transcription line by line in reading order.

Processing mode

Fast preview is more responsive. Detailed gives the detector more pixels to work with.

CPU-focused Space notes:

  • Balanced mode is the default public demo path.
  • Large pages are downscaled for detection, but recognition still uses the original line crops.
  • The transcript grows in reading order as each line completes.

Ready

Upload a single page image and start with Balanced mode. The first run can be slower while the models warm up.