/Handwritten-Equation-Recognition-Tensorflow

Building a convolutional neural network to recognize / translate hand written equations into Latex.

Primary LanguagePython

EquationRecognition

Description

Recognize hand-written equations using convolutional neural network, and output in Latex formats.

Dependencies

  • pickle
  • numpy 1.12.1
  • opencv-python 3.2.0.7
  • PIL 1.1.7
  • Pillow 4.0.0
  • scipy 0.19.0
  • scikit-image 0.12.3
  • tensorflow 1.0.0

Run Instructions

  1. processImage to generate training data.
  2. train_model to train your model.
  3. predict.py to test your model.

Model Architecture

Read the report

Version

2017.05.05

This course project got an A+ in Spring/2017 COSI 101A Artificial Intelligence class.