AttentionOCR.jl

June 22, 2019 ยท View on GitHub

(WIP) Julia and Flux adaptation of the python package aocr.py https://github.com/emedvedev/attention-ocr using Seq2seq with Attention from https://github.com/merckxiaan/flux-seq2seq

The scope at the moment is only numeric digits 0-9

Current State

  • Package pre-compiles successfully
  • Flux model is able to train but slowly

Todo

  • Add predict function
  • Add unemmebeding function to take predictions from vectors to digits
  • Test that the model works on example data used successfully with aocr.py