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Computer Vision – OCR using Python

Computer Vision | OCR | Tesseract | Optical Character Recognition | OpenCV | Image Basics | Spacy | RegEx | Python |EAST
5.0
5.0/5
(3 reviews)
15 students
Created by Vineeta Vashistha

9.9

CourseMarks Score®

10.0

Freshness

10.0

Feedback

9.1

Content

Platform: Udemy
Price: $11.99
Video: 3h 37m
Language: English
Next start: On Demand

Top Computer Vision courses:

Detailed Analysis

CourseMarks Score®

9.9 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

10.0 / 10
This course was last updated on 4/2021.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

10.0 / 10
We analyzed factors such as the rating (5.0/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

9.1 / 10
Video Score: 8.1 / 10
The course includes 3h 37m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
The average video length is 7 hours 03 minutes of 26 Computer Vision courses on Udemy.
Detail Score: 9.7 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 9.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

0 article.
19 resources.
0 exercise.
0 test.

Table of contents

Description

****  This course is a quick starter for people who would like to become Computer Vision – Optical Character Recognition (OCR) Specialist  **** 

Optical Character Recognition commonly called as OCR is the new buzzword in industry which is driving digitization in the enterprises. Every enterprise wants to adopt OCR to achieve easier and quicker access to their streams of data in digital format. An OCR implementation not only speed up the workflow of Text processes across various industries but also help in providing better customer experience. In fact, as per a recent research report, OCR market which was around 7.2 billion US Dollar is expected to see a huge growth in market size and will reach 13.4 billion US dollar by 2025.
Enroll in this course to get a complete understanding of Optical Character Recognition (OCR) for Data Extraction from Images and PDF using Python. The course explains the theory of concepts followed by code demonstration to make you an expert in computer vision OCR. It provides hands-on guidance on Text Detection with OpenCV and Deep Learning Models, Text Recognition with Tesseract and OCR along with Text Labelling through Spacy and Regular Expression. It guides you to create technical solutions on most relevant OCR uses cases in the industry
Here are just few of the topics we will be learning:
• OCR Architecture
•Pixels and Image Basics
•Kernel and Feature Map
•Preprocessing Techniques (Binarisation, Thresholding, Rescaling)
•Noise Removal Techniques (Morphology, Dilation, Erosion, Blurring, Orientation, Deskewing, Borders, Perspective Transformation)
•EasyOCR
•PyTesseract Operations
•Tesseract
•Named Entity Recognition
•Regular Expression for Text and Dates
•CTPN Model for Text Detection & Text Recognition
•EAST Model for Text Detection & Text Recognition
•Invoice Processing OCR Solution with python code
•Invoice Structured Output in XML Format Solution with python code
•Vehicle Nameplate OCR Solution with python code
•Business Card Recognition OCR Solution with python code
•KYC Digitization OCR Solution with python code

Requirements

• Basic Programming skills in Python

You will learn

✓ Understand the Image Basics and apply it for Image Processing
✓ Learn to implement OCR – Text Detection with OpenCV and Deep Learning Models
✓ Use Tesseract and EasyOCR to implement OCR – Text Recognition
✓ Work with OCR – Text Labelling using Spacy and Regular Expression
✓ Use OpenCV and Tesseract to apply Noise Removal Techniques including Thresholding, Rescaling, Dilation, Erosion and Deskewing
✓ Executable Code of CTPN and EAST Model implementation for Text Detection and Text Recognition
✓ Build OCR Solutions for Invoice Processing, Vehicle Nameplate, Business Card Recognition and KYC Digitization
✓ A quick starter on OCR Architecture, Commercial Solutions and Use Cases in Industry

This course is for

• Beginners to Computer Vision
• OCR Engineer
• OCR Specialist
• Machine Learning Professionals
• Anyone looking to become more employable as a Computer Vision Expert

How much does the Computer Vision - OCR using Python course cost? Is it worth it?

The course costs $11.99. And currently there is a 87% discount on the original price of the course, which was $94.99. So you save $83 if you enroll the course now.
The average price is $18.6 of 26 Computer Vision courses. So this course is 36% cheaper than the average Computer Vision course on Udemy.

Does the Computer Vision - OCR using Python course have a money back guarantee or refund policy?

YES, Computer Vision – OCR using Python has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Computer Vision – OCR using Python course, but there is a $83 discount from the original price ($94.99). So the current price is just $11.99.

Who is the instructor? Is Vineeta Vashistha a SCAM or a TRUSTED instructor?

Vineeta Vashistha has created 4 courses that got 55 reviews which are generally positive. Vineeta Vashistha has taught 189 students and received a 4.5 average review out of 55 reviews. Depending on the information available, Vineeta Vashistha is a TRUSTED instructor.

More info about the instructor, Vineeta Vashistha

Senior Technical Architect – Machine Learning and RPA
Machine Learning and RPA Architect with 15+ years of IT experience in delivering complex projects across Finance, Telecommunication, Retail, Networking and Travel sectors. I have implemented RPA and Machine Learning in multiple projects and worked on Process Automation Consulting and Re-Engineering, Deep Learning, Computer Vision, Process Assessments for RPA and Prioritization. Most recently, I have worked as Senior Technical Architect for Machine Learning and RPA Projects and now I have started my own startup Vyello AITech.

9.9

CourseMarks Score®

10.0

Freshness

10.0

Feedback

9.1

Content

Platform: Udemy
Price: $11.99
Video: 3h 37m
Language: English
Next start: On Demand

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