All code is inside source code directory

Create environment

conda create --name gauge_reading python==3.8
conda activate gauge_reading

Install Required Dependencies

pip install -r requirements.txt

Trained Weights

Please find the trained weights on folder weights/finetunned_realdata_11.pth

For inference

  python api.py

Upload gauge_meter reading and hit the submit button

From DockerFile

Build Image from Dockerfile

  docker build -t <TAG> .
  docker run -p 5000:5000 <TAG> 

Download docker from dockerhub

  docker run -p 5000:5000 sangamman/gaugereading:latest