Healthcare / Project story
Equipment readings, captured visually.
A project for reading infusion-pump screen information from video and logging the extracted values.
The challenge
From display to historical record.
The project addressed repetitive transcription of equipment display readings into records.
YOLOv8 · PaddleOCR · PyQt5 · SQLite
The approach
How the workflow comes together.
- 01
Locate the display
Detect the pump screen in the camera feed.
- 02
Read the values
Use OCR to extract visible readings.
- 03
Log and review
Store the readings in a desktop dashboard with historical records and export.
Project scope
Built for the task.
This story describes an individual project. Scope and results depend on the inputs, environment and requirements of each implementation.
This portfolio example concerns screen reading and data logging. It does not establish clinical validation, diagnostic capability or regulatory approval.
- Screen detection
- OCR readings
- Historical data storage
- CSV export
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