alreaper/Rwanda_Water_Meter_Reading

Rwanda Water Meter Reading Model

This repository contains a YOLO model trained to detect:

• water meter
• reading window
• digits 0 through 9
• unreadable digits (unknown)

Files

• best.pt: best checkpoint from training
• last.pt: most recent checkpoint

Training source

The model was trained on the prepared dataset from the Rwanda water meter reading project.

Suggested usage

from ultralytics import YOLO

model = YOLO("best.pt")
results = model.predict("image.jpg", imgsz=640)

Notes

• best.pt is the recommended checkpoint for inference
• last.pt can be used to continue training