Abacus.AI

Description: Detect and classify basic mathematical elements on an image and evaluate expressions based on the same

Project for bachelors thesis at University of Zagreb, Faculty of Electrical Engineering and Computing

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Full thesis name: Detection and classification of text based elements on an image using deep neural networks

Module: Computer Science

Mentor: prof. dr. sc. Domagoj Jakobović

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Contents:

• Pipeline for creating training images and corresponding .csv files
• Handwritten fonts
• All symbols generated in 100+ fonts
  • Sorted by difficulty
• Image examples
• Heavily documented code
  • Code will be made more efficient after presenting the final thesis
• generate_tfrecords.py for creating *.record files for further Tensorflow API usage

Testing:

• File called ImagePredictor.py contains everything neccessary to run the interference graph on an image
  • Output image is saved as output.png and the result is printed out in the console