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Mastering OCR using Deep Learning and OpenCV-Python

A complete guide to optical character recognition pipeline using Deep Learning, python and OpenCV
4.5
4.5/5
(16 reviews)
75 students
Created by

9.7

CourseMarks Score®

10.0

Freshness

9.3

Feedback

9.1

Content

Platform: Udemy
Price: $11.99
Video: 2h 24m
Language: English
Next start: On Demand

Top Computer Vision courses:

Detailed Analysis

CourseMarks Score®

9.7 / 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Course content can become outdated quite quickly.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

9.3 / 10
We analyzed factors such as the rating (4.5/5) 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: 7.9 / 10
The course includes 2h 24m 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: 9.4 / 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: 9.9 / 10

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

This course contains:

2 articles.
11 resources.
0 exercise.
0 test.

Table of contents

Description

Hi There!
Welcome to the course ‘Mastering OCR using Deep Learning and OpenCV-Python’. This is the first course of my OCR series.
In this course we will start from the very basics. We will first discuss what is Optical Character Recognition and why you should invest your time in learning this.
Then we will move to the general pipeline used by most of the OCR systems available.
After this we will start learning each pipeline component in detail. We will start by learning some image pre-processing techniques commonly used in OCR systems.
Then we will learn some deep learning based text detection algorithms such as EAST and CTPN. We will also implement the EAST algorithm using OpenCV-Python.
Next we will learn the crux of the CTC which is widely used in developing text recognition systems. We will implement very famous text recognition algorithm that is CRNN.
Finally we will learn the last component of the OCR pipeline that is restructuring. In this we will discuss why is restructuring important for any OCR systems.
We will also discuss an open source end-to-end OCR engine which is pytesseract.
Finally we will run the complete OCR pipeline to extract the data from identification document using pytesseract.

So that’s all for this course, see you soon in the class room. Happy learning and have a great time.
Stay safe, stay healthy.

You will learn

✓ What is Optical Character Recognition (OCR)?
✓ A general OCR pipeline used by most industries.
✓ Different Image Pre-processing techniques used in OCR pipeline.
✓ Different Text Detection techniques used in OCR pipeline such as EAST and CTPN.
✓ Different Text Recognition techniques used in OCR pipeline such as CRNN (CNN+RNN+CTC)
✓ Implementing OCR on real-life examples

Requirements

• A little knowledge about Open
• CV-Python and Deep Learning is sufficient.

This course is for

• People who have no experience with OCR and wants to learn about it.
• People who have little experience of OCR and wants to master it.
• People who want to make their career in OCR field.
• People who want to apply OCR in their real life to automate day-to-day work.

How much does the Mastering OCR using Deep Learning and OpenCV-Python course cost? Is it worth it?

The course costs $11.99. And currently there is a 60% discount on the original price of the course, which was $29.99. So you save $18 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 Mastering OCR using Deep Learning and OpenCV-Python course have a money back guarantee or refund policy?

YES, Mastering OCR using Deep Learning and OpenCV-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 Mastering OCR using Deep Learning and OpenCV-Python course, but there is a $18 discount from the original price ($29.99). So the current price is just $11.99.

Who is the instructor? Is Pankaj Kang a SCAM or a TRUSTED instructor?

Pankaj Kang has created 1 courses that got 16 reviews which are generally positive. Pankaj Kang has taught 75 students and received a 4.5 average review out of 16 reviews. Depending on the information available, Pankaj Kang is a TRUSTED instructor.
Computer Vision Specialist | Blogger | Freelancer
I have more than four years of experience in computer vision mainly optical character recognition. It includes designing and implementing solutions for various financial services.I also write my own blogs at TheAILearner which focuses on image processing, deep learning and explaining research papers using code. I am also building my own OCR engine app. I have done bachelors and masters from Indian institute of technology. I have also served as mentor and alpha tester at Coursera. Currently I am working as solution architect at my current organization.

9.7

CourseMarks Score®

10.0

Freshness

9.3

Feedback

9.1

Content

Platform: Udemy
Price: $11.99
Video: 2h 24m
Language: English
Next start: On Demand

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