Optical Character Recognition (OCR)

Problem Description and Data

The OCR example uses the MNIST dataset, which can be downloaded here. Save the dataset in a folder and let’s start coding.

Check also here for a presentation on this problem.

Problem Solution

Solution using Fully Connected Neural Network

• Training a Fully Connected Neural Network
• Trained Model
• Computing Metrics
• Testing the Model

Solution using Convolutional Neural Network

• Training a Convolutional Neural Network
• Trained Model
• Computing Metrics
• Testing the Model

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