Udemy – Computer Vision – OCR using Python 2024-10

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

Course images

Sample video of the course

download link

Download part 1 – 1 GB

Download part 2 – 1 GB

Download part 3 – 1 GB

Download part 4 – 291 MB

File(s) password: www.downloadly.ir

File size

3.2 GB