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Clock-Reader

version - 1.1.1

This Software read time from the Clock Images using Convolutions Neural Network.

Requirements

  • python - 3.7
  • keras - 2.4.3
  • tensorflow - 2.2.0

Project Content

File Description
clock.ipynb jupyter notebook for running and testing the model
model.py neural network implementation
scripts scripts for generating data
model saved model

Performance

Network was able to read the clock close to 3 mins(average). Following is a snippet showing network reading clock.


References

  • Download the dataset for this project.
  • Read this blog to get all detail of this project.

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Reading time from the Analogue Clocks using CNN

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  • Jupyter Notebook 83.4%
  • Python 16.6%