Home/Work/№ 06

06 · AI · Vision & OCR

Meter OCR — Custom Detection + Recognition

The self-hosted successor to the Gemini POC. The standout: a production-quality labelled dataset created with no manual annotation.

PeriodApr – Jun 2026StatusApplied researchAreaAI · Vision & OCR

Highlights

  1. Cross-validate a local Qwen3-VL (vLLM batch) against PaddleOCR: where both agree on a string at a location, that tight box becomes the label.
  2. Confidence-gated to 1,098+ exact-match gold rows; oriented bounding boxes for tilted meters.
  3. YOLO-OBB detection (reading and serial in one pass) plus fine-tuned PaddleOCR recognition; CPU images-per-second benchmarked before deploy.