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Source code for the Building a neural network to recognise handwritten digits with TensorFlow tutorial written for DigitalOcean.

  • Install Python3 and pip
  • Clone this Github repo git clone https://github.com/elliebirbeck/tensorflow-digit-recognition.git
  • Install the Python dependencies pip install -r requirements.txt
  • Run the file python main.py

Achieves ~92% accuracy on the MNIST dataset using a neural network with 3 hidden fully connected layers.