Computer Vision: Python OCR & Object Detection Quick Starter

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    Course

  • Methodology

    Online

  • Start date

    Different dates available

Hi There!welcome to my new course 'Optical Character Recognition and Object Recognition Quick Start with Python'. This is the third course from my Computer Vision series.Image Recognition, Object Detection, Object Recognition and also Optical Character Recognition are among the most used applications of Computer Vision.Using these techniques, the computer will be able to recognize and classify either the whole image, or multiple objects inside a single image predicting the class of the objects with the percentage accuracy score. Using OCR, it can also recognize and convert text in the images to machine readable format like text or a document.Object Detection and Object Recognition is widely used in many simple applications and also complex ones like self driving cars.This course will be a quick starter for people who wants to dive into Optical Character Recognition, Image Recognition and Object Detection using Python without having to deal with all the complexities and mathematics associated with typical Deep Learning process.Let's now see the list of interesting topics that are included in this course.At first we will have an introductory theory session about Optical Character Recognition technology.After that, we are ready to proceed with preparing our computer for python coding by downloading and installing the anaconda package and will check and see if everything is installed fine.Most of you may not be coming from a python based programming background. The next few sessions and examples will help you get the basic python programming skill to proceed with the sessions included in this course. The topics include Python assignment, flow-control, functions and data structures.
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Then we will install the dependencies and libraries that we require to do the Optical Character Recognition. We are using Tesseract Library to do the OCR. At first we will install the Library and then its python bindings ith the Xception pre-trained model. Here also, we...

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Location

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Online

Start date

Different dates availableEnrolment now open

About this course

Optical Character Recognition with Tesseract Library, Image Recognition using Keras, Object Recognition using MobileNet SSD, Mask R-CNN, YOLO, Tiny YOLO from static image, realtime video and pre-recorded videos using Python

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2021

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Subjects

  • Install
  • Programming
  • Image
  • Printing
  • Networks

Course programme

Course Introduction and Table of Contents 1 lecture 09:40 Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents 1 lecture 09:40 Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents preview Course Introduction and Table of Contents Course Introduction and Table of Contents Course Introduction and Table of Contents Introduction to OCR Concepts and Libraries 1 lecture 04:50 Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries 1 lecture 04:50 Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Introduction to OCR Concepts and Libraries Setting up Environment - Anaconda 1 lecture 08:16 Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda 1 lecture 08:16 Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Setting up Environment - Anaconda Python Basics (Optional) 4 lectures 34:22 Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics (Optional) 4 lectures 34:22 Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 1 - Assignment Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 2 - Flow Control Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 3 - Data Structures Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Python Basics - Part 4 - Functions Tesseract OCR Setup 2 lectures 09:38 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup 2 lectures 09:38 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 1 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 Tesseract OCR Setup - Part 2 OpenCV Setup 1 lecture 04:19 OpenCV Setup OpenCV Setup OpenCV Setup 1 lecture 04:19 OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup OpenCV Setup Tesseract Image OCR Implementation 2 lectures 15:43 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation 2 lectures 15:43 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 1 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 Tesseract Image OCR Implementation - Part 2 cv2.imshow() Not Responding / OCR Text not printing Issue Fix 2 lectures 01:17 cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix Optional: OCR Text not printing in console How to escape 'non-printable' chars cv2.imshow() Not Responding / OCR Text not printing Issue Fix 2 lectures 01:17 cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix Optional: OCR Text not printing in console How to escape 'non-printable' chars cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix cv2.imshow() Not Responding Issue Fix Optional: OCR Text not printing in console How to escape 'non-printable' chars Optional: OCR Text not printing in console How to escape 'non-printable' chars Optional: OCR Text not printing in console How to escape 'non-printable' chars Optional: OCR Text not printing in console How to escape 'non-printable' chars How to escape 'non-printable' chars How to escape 'non-printable' chars Introduction to CNN - Convolutional Neural Networks - Theory Session 1 lecture 10:09 Introduction to CNN - Convolutional Neural Networks - Theory Session Introduction to CNN - Convolutional Neural Networks - Theory Session Introduction to CNN - Convolutional Neural Networks - Theory Session Net-SSD Pretrained Model Introduction to MobileNet-SSD Pretrained Model Mobilenet SSD Object Detection 2 lectures 20:47 Mobilenet SSD Object Detection - Part...

Additional information

A decent configuration computer (preferably Windows) and an enthusiasm to dive into the world of OCR, Image and Object Recognition using Python

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Computer Vision: Python OCR & Object Detection Quick Starter

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