OpenCV Computer Vision Examples with Python: A Complete Guide for Dummies [Video]
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Free ChapterCourse Intro and Table of Contents
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Introduction to OpenCV
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Installing Virtual Box and Ubuntu 18
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Installing Libraries and Dependencies
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Installing Sublime Text Editor for Ubuntu
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Image Processing Concepts
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OpenCV: Read Load and Save Image - Sample Program
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OpenCV Pixel and Area Manipulation
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OpenCV - Drawing Lines and Rectangles
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OpenCV - Drawing Circles - Simple and Concentric Circles
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OpenCV - Drawing Random Circles
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OpenCV Image Transformation - Translation
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OpenCV Image Transformation - Rotation
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OpenCV Image Transformation - Resizing
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OpenCV Image Transformation - Flipping
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OpenCV Image Transformation - Cropping
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OpenCV Image Arithmetic Operations
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OpenCV Image Bitwise / Logical Operations
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OpenCV - Image Masking
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Image Color Channels Merging and Splitting
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OpenCV - Other Color Spaces - GRAY, HSV, LAB
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OpenCV - Gray scale Histograms
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OpenCV - Color Histograms
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OpenCV - Histogram Equalization
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OpenCV - Image Blurring
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OpenCV - Image Threshold
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OpenCV - Image Gradient Detection
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OpenCV- Canny Edge Detection
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OpenCV - Image Contours
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Face Detection using OpenCV
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Face Recognition using Machine Learning
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Digital Face Makeup
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Face Distance Value of Face Recognition
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Real Time Face Recognition
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OpenCV - Real time Facial Expression Recognition
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A Basic Motion Detection System using Open CV
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Optical Character Recognition - OCR using PyTesseract Library
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System Preparation - Object Detection using Pre-Trained Models - Introduction
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SSD MobileNet - Object Detection using Pre-Trained Models
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Mask R-CNN - Object Detection using Pre-Trained Models
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YOLO - Object Detection using Pre-Trained Models
About this
video
Computer Vision is an AI based, that is, Artificial Intelligence-based technology that allows computers to understand and label images. So, learning and mastering this fantastic world of Computer Vision-based technology is surely up-market. It will make you proficient in competing with the swiftly changing Image Processing technology arena.
And this course is designed in such a way that even the very beginner to programming can master the Computer Vision-based technology.
So, overall this is a complete package in which you can learn Computer Vision-based Technology, Deep Learning-based Face Detection, then Face Recognition and Optical Character Recognition.
And by the end of this course, we will provide you with a course completion certificate which you can keep with you and mention it in your portfolio so that you will be having more weight when you are dealing with jobs based on Computer Vision Technology.
So without wasting much time, let’s dive into this magical world. See you soon in the class room. Have a great time.
- Publication date:
- March 2019
- Publisher
- Packt
- Duration
- 5 hours 0 minutes
- ISBN
- 9781838820817
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(3 reviews total)