/made_dl_basic

Homework for the Deep Learning Basic course at Made VK

Primary LanguageJupyter Notebook

Hometask for the Basic Deep Learning course at VK MADE Academy.

Task: solve OCR problem for captchas.
My solution is partially based on paper.
Dataset is available here.
All necessary scripts are in directory utils:

  • utils/dataset.py - file with dataset;
  • utils/model.py - file with OCRmodel;
  • utils/utils.py - file with useful utils;
  • utils/train.py - file with training script;

Experiments were coducted in ocr solution.ipynb, so find results there. Final CER on test data was around 5.3%.