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Industrial OCR

A deployment-oriented OCR pipeline for extracting text from labels, parts, documents, and production imagery.

Live demo

Locate text in your image.

Drop a production image, label, sign, or document. The image is processed in memory and returned with detected text regions. This demo locates text; recognition will be added separately.

INDUSTRIAL OCR / LIVE LOCALIZATION READY
Input

Images and regions

JPG, PNG, WebP, optional ROI and orientation handling in the planned API.

Output

Text + geometry

Recognized strings, confidence, bounding geometry, ordering, and visual overlays.

Delivery

API or offline SDK

Online evaluation first, then a Windows SDK or hardware-specific optimization.

Publication standard

The live timing is specific to this request and server. Accuracy claims will only be published after the evaluation set, metric definition, hardware, preprocessing, and software version are documented.

Current integration

  • FAST text localization through OpenVINO
  • Per-region confidence and polygon geometry
  • Visual overlay returned by the inference server
  • Separate preprocessing, inference, and postprocessing timing