Research & models / 2024—25
Self-Learning Meter OCR.
An offline Android foundation for capturing and reading meter images in low-connectivity settings.
Research & modelsSelf-Learning Meter OCRSystems shaped for people.
01 / Context
The problem behind the work.
Field reading needs a capture path that can work with constrained devices and intermittent connectivity.
02 / Contribution
What I built.
- 01
A mobile capture and reading workflow with local persistence and repeatable OCR training.
- 02
Low-memory inference experiments using PaddleOCR, OpenCV and Android tooling.
03 / Where it stands
Public repositories document the OCR foundation; they are linked as source, not as a live field deployment.
Technology and methods
JavaAndroidPaddleOCROpenCVSQLite