Udemy – Computer Vision – OCR using Python 2024-10

Published on: 2024-12-03 23:52:24

Categories: 28

Description

Computer Vision – OCR using Python course. Unleash the power of text mining with artificial intelligence. This comprehensive course will give you the necessary skills to:

Building Robust OCR Systems: Learn to build accurate and efficient OCR systems using Python and OpenCV.
Mastery of deep learning techniques: Familiarity with advanced deep learning models such as CTPN and EAST for text recognition.
Apply OCR in real-world scenarios: Implement OCR solutions for a wide variety of applications, including document digitization, invoice processing, and more.
Stay ahead: stay up-to-date with the latest OCR and computer vision trends.

What you will learn in this course

A quick start on OCR architecture, business solutions and industry use cases
Learning to implement OCR – text recognition with OpenCV and deep learning models
Using Tesseract and EasyOCR to implement OCR – text recognition
Working with OCR – text tagging using Spacy and regular expressions
Using OpenCV and Tesseract to apply denoising techniques including thresholding, rescaling, dilation, erosion and distortion correction
Learn Web Based Application Development – Business Card Recognition and KYC Digitization for OCR using Flask
Building OCR solutions for invoice processing with text labeling and XML output and license plate recognition
Implementation code of CTPN and EAST models for text recognition and text recognition
Learning to train CTPN and EAST deep learning models on the ICDAR dataset
Understanding the basics of image and its application to image processing

This course is suitable for people who:

Beginners in computer vision
OCR Engineer
OCR specialist
Machine learning experts
Anyone looking to increase their employability as a computer vision specialist

Computer Vision – OCR using Python course specifications

Publisher: Udemy
Source: Vineeta Vashistha
Training level: beginner to advanced
Training duration: 7 hours and 47 minutes
Number of courses: 109

Course headings

Computer Vision – OCR using Python course prerequisites

Basic Programming skills in Python

Course images

Sample video of the course

Video Player

00:00

Use Up/Down Arrow keys to increase or decrease volume.

Installation guide

After Extract, view with your favorite Player.

Subtitle: English

Quality: 720p

Changes:

The course on 10/2024 has increased by 1 hour 14 minutes and 30 lessons compared to 1/2024.