~/talk

ReacTex: using React Native and Neural Networks to recognize handwritten equations

Talkat React Rally 2017 · 2017-08-24..08-25· [react, machine-learning]
links:none on file
slides:none on file

Builds a handwriting-to-LaTeX pipeline that captures pen strokes in React Native, rasterizes them into a bitmap and feeds them to a TensorFlow neural net with two hidden layers trained as a classifier; strokes get sent to a web React equation editor which inserts rendered LaTeX symbols. Code uses React SVG canvas, Node to glue pieces, and TensorFlow for the model. Claims working end-to-end but gives no accuracy percentage or dataset size.

AI-written summary · about

  1. 0:00Introduction
  2. 0:51Why Machine Learning
  3. 4:08Learning
  4. 5:42Learning Materials
  5. 12:29Neural Network
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