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TORRENT DETAILS
Udemy - Python Ocr - Learn Optical Character Recognition From Scratch
TORRENT SUMMARY
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Language: English | Size: 268.55 MB | Duration: 0h 55m
Optical Character Recognition with Python: Build Your Own OCR System using Keras, Tensorflow, and Computer Vision
What you'll learn
Understand the basics of Optical Character Recognition (OCR) technology and its applications.
Learn how to preprocess and prepare data for OCR model training using Python and OpenCV.
Gain an understanding of deep learning concepts, including convolutional neural networks (CNNs) and recurrent neural networks (RNNs), & their application to OCR
Develop hands-on experience in building and training OCR models using Keras, a deep learning library in Python.
Learn how to evaluate OCR models and measure their performance using metrics such as accuracy and loss.
Understand how to apply OCR models to real-world problems, such as captcha recognition.
Develop an appreciation for the potential of OCR technology and its impact on various industries, including healthcare, finance, and legal.
Enhance problem-solving skills and ability to apply machine learning concepts in real-world situations.
Requirements
Basic knowledge of Python programming language
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Fundamentals/1 - Introduction.mp4
18.9 MB
~Get Your Files Here !/1 - Fundamentals/2 - What is Optical Character Recognition OCR.mp4
6.5 MB
~Get Your Files Here !/1 - Fundamentals/3 - Optical Character Recognition Applications.mp4
23.5 MB
~Get Your Files Here !/1 - Fundamentals/4 - Traditional OCR Vs Deep learning OCR.mp4
10.4 MB
~Get Your Files Here !/1 - Fundamentals/5 - About this project.mp4
4.1 MB
~Get Your Files Here !/1 - Fundamentals/6 - Why Python and Keras.mp4
4.9 MB
~Get Your Files Here !/1 - Fundamentals/7 - Why Google Colab.mp4
8.7 MB
~Get Your Files Here !/1 - Fundamentals/8 - How CAPTCHA Recognition is Done.mp4
7 MB
~Get Your Files Here !/2 - Model Development and Prediction/10 - code.ipynb
600.3 KB
~Get Your Files Here !/2 - Model Development and Prediction/10 - Python Code.mp4
2.4 MB
~Get Your Files Here !/2 - Model Development and Prediction/11 - ocr-weights.h5
20.9 MB
~Get Your Files Here !/2 - Model Development and Prediction/11 - Pretrained Model.mp4
3.8 MB
~Get Your Files Here !/2 - Model Development and Prediction/12 - Prediction Folder.mp4
3.4 MB
~Get Your Files Here !/2 - Model Development and Prediction/13 - Enabling GPU in Google Colab.mp4
5.3 MB
~Get Your Files Here !/2 - Model Development and Prediction/14 - Current Status of GPU.mp4
7 MB
~Get Your Files Here !/2 - Model Development and Prediction/15 - Connect Google Colab with Google Drive.mp4
5.2 MB
~Get Your Files Here !/2 - Model Development and Prediction/16 - Import Libraries.mp4
16.1 MB
~Get Your Files Here !/2 - Model Development and Prediction/17 - PreProcess the Data.mp4
15.4 MB
~Get Your Files Here !/2 - Model Development and Prediction/18 - Splitting PreProcessed Image Data.mp4
12.3 MB
~Get Your Files Here !/2 - Model Development and Prediction/19 - Displaying a Random Image.mp4
11.5 MB
~Get Your Files Here !/2 - Model Development and Prediction/20 - Define Model.mp4
20.6 MB
~Get Your Files Here !/2 - Model Development and Prediction/21 - Printing Model Summary.mp4
7.5 MB
~Get Your Files Here !/2 - Model Development and Prediction/22 - Visualise the Model Architecture.mp4
2.8 MB
~Get Your Files Here !/2 - Model Development and Prediction/226md.png
9.2 KB
~Get Your Files Here !/2 - Model Development and Prediction/22d5n.png
8.6 KB
~Get Your Files Here !/2 - Model Development and Prediction/23 - Callback.mp4
6.8 MB
~Get Your Files Here !/2 - Model Development and Prediction/2356g.png
8.8 KB
~Get Your Files Here !/2 - Model Development and Prediction/23mdg.png
8.4 KB
~Get Your Files Here !/2 - Model Development and Prediction/23n88.png
8.5 KB
~Get Your Files Here !/2 - Model Development and Prediction/24 - Model Training.mp4
6.4 MB
~Get Your Files Here !/2 - Model Development and Prediction/243mm.png
8.6 KB
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8.5 KB
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8.4 KB
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9.3 KB
~Get Your Files Here !/2 - Model Development and Prediction/24pew.png
7.9 KB
~Get Your Files Here !/2 - Model Development and Prediction/25 - Loading PreTrained Weights.mp4
3.1 MB
~Get Your Files Here !/2 - Model Development and Prediction/25257.png
8 KB
~Get Your Files Here !/2 - Model Development and Prediction/253dc.png
8.1 KB
~Get Your Files Here !/2 - Model Development and Prediction/25egp.png
8.5 KB
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8.4 KB
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8.6 KB
~Get Your Files Here !/2 - Model Development and Prediction/25w53.png
8.1 KB
~Get Your Files Here !/2 - Model Development and Prediction/26 - Prediction.mp4
12.7 MB
~Get Your Files Here !/2 - Model Development and Prediction/264m5.png
8.6 KB
~Get Your Files Here !/2 - Model Development and Prediction/268g2.png
8.8 KB
~Get Your Files Here !/2 - Model Development and Prediction/27 - Performance Evaluation.mp4
7.3 MB
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8.6 KB
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8.7 KB
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8.7 KB
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8.5 KB
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7.9 KB
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8.7 KB
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7.9 KB
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8.2 KB
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8.3 KB
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8 KB
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8.5 KB
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8.7 KB
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9.2 KB
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8.8 KB
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8.8 KB
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8.6 KB
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2.7 KB
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7.7 KB
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8.1 KB
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8.3 KB
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8.1 KB
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8.9 KB
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8.2 KB
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9.1 KB
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9 KB
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8 KB
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