mltu 0.1.7

Machine Learning Training Utilities (MLTU) for TenosrFlow

MLTU - Machine Learning Training Utilities (TensorFlow)

Machine Learning Training Utilities with TensorFlow 2.* and Python 3

Installation:

To use MLTU in your own project, you can install it from PyPI:

pip install mltu

When running tutorials, it's necessary to install mltu for a specific tutorial, for example:

pip install mltu==0.1.3

Each tutorial has its own requirements.txt file for a specific mltu version. As this project progress, the newest versions may have breaking changes, so it's recommended to use the same version as in the tutorial.

Tutorials and Examples:

1. Text Recognition With TensorFlow and CTC network, code in Tutorials\01_image_to_word folder;
2. TensorFlow OCR model for reading Captchas, code in Tutorials\02_captcha_to_text folder;
3. Handwriting words recognition with TensorFlow, code in Tutorials\03_handwriting_recognition folder;
4. Handwritten sentence recognition with TensorFlow, code in Tutorials\04_sentence_recognition folder;
5. Introduction to speech recognition with TensorFlow, code in Tutorials\05_speech_recognition folder;