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Gas meter monitoring using OpenCV and CNN

The trained models are tracked using Git Large File Storage, please ensure it is installed before cloning.

  1. ROI extraction with thresholding and edge detection

    ROI extraction

  2. Digit extraction using MSER

    Digit extraction

  3. VGG-like CNN trained on SVHN dataset

    Model

  4. Post-processing Using a median filter and convolution with FFT

    Model

TODO

  • Check digit extraction order, maybe using a mask instead of Euclidean distance