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TensorFlow Step-by-Step Captcha solving tutorial with custom OCR model

This tutorial will teach you how to train a custom OCR model for captcha image text extraction with TensorFlow and CTC Loss Function. You will learn how to install the necessary packages, download a dataset of captcha images and their corresponding labels, preprocess the dataset, and set up a data provider for training and validation. Then, you will learn how to define the model architecture, compile and train the model, and use the trained model to create a captcha-to-text solution. Finally, you will use the model to evaluate its performance on new captcha images. By the end of this tutorial, you will have a working captcha-to-text solution with TensorFlow and CTC Loss Function.

Text Version Tutorial: https://pylessons.com/tensorflow-ocr-captcha
GitHub: https://github.com/pythonlessons/mltu/tree/main/Tutorials/02_captcha_to_text
pypi: https://pypi.org/project/mltu/

#machinelearning #python #tensorflow #opencv #ocr

Видео TensorFlow Step-by-Step Captcha solving tutorial with custom OCR model канала Python Lessons
TensorFlow CTC Loss Captcha to Text Text Extraction Custom OCR Image Recognition Training Model Machine Learning Python Step-by-Step Tutorial Deep Learning Image Processing Data Science Artificial Intelligence Computer Vision Data Analysis Natural Language Processing Neural Networks Model Training Computer Science Data Preprocessing Data Augmentation captcha solver python lessons python tutorial python basics
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16 января 2023 г. 13:51:38
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