Image Processing using OpenCV from Zero to Hero, 8 Projects

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Image Processing using OpenCV from Zero to Hero, 8 Projects [TutsNode.com] - Image Processing using OpenCV from Zero to Hero, 8 Projects 01 Introduction
  • 001 Load Display Save Image.mp4 (72.0 MB)
  • 003 Converting Color.mp4 (68.7 MB)
  • 001 01_Image_Basics.zip (160.4 KB)
  • 001 Load Display Save Image.en.srt (16.3 KB)
  • 003 Converting Color.en.srt (13.9 KB)
  • 004 Accessing and Manipulate Pixels.en.srt (9.8 KB)
  • 003 1_pixels.pdf (445.5 KB)
  • 002 What is Pixel _.en.srt (5.1 KB)
  • 004 Accessing and Manipulate Pixels.mp4 (49.7 MB)
  • 002 What is Pixel _.mp4 (21.7 MB)
13 Masking
  • 004 Masking Image using _mask_.en.srt (2.5 KB)
  • 053 5_Masking.pdf (364.3 KB)
  • 003 Preparing Mask Image.en.srt (8.4 KB)
  • 006 Example-3_ Masking _circle_ shape.en.srt (3.7 KB)
  • 005 Example-2_ Mask image with different shape.en.srt (2.9 KB)
  • 002 Masking Image.en.srt (1.9 KB)
  • 001 Download the Resources.html (0.9 KB)
  • 003 Preparing Mask Image.mp4 (32.2 MB)
  • 006 Example-3_ Masking _circle_ shape.mp4 (20.9 MB)
  • 005 Example-2_ Mask image with different shape.mp4 (16.5 MB)
  • 004 Masking Image using _mask_.mp4 (13.6 MB)
  • 002 Masking Image.mp4 (9.2 MB)
  • 053 07_Masking.zip (1.1 MB)
10 Project - 5_ Controlling Brightness of Image with GUI using OpenCV
  • 003 Controlling Brightness in Image.en.srt (14.6 KB)
  • 003 Controlling Brightness in Image.mp4 (57.7 MB)
  • 001 Download the Resources.html (0.9 KB)
  • 002 What we will develop _.en.srt (1.9 KB)
  • 002 What we will develop _.mp4 (14.4 MB)
  • 043 Project_Controlling_brightness_with_GUI_using_opencv.zip (5.7 MB)
08 Image Transformations
  • 003 Rotating Image.en.srt (12.4 KB)
  • 002 Image Translation or Shifting.en.srt (11.7 KB)
  • 003 Rotating Image.mp4 (66.1 MB)
  • 004 Resizing Image.en.srt (7.5 KB)
  • 002 Image Translation or Shifting.mp4 (57.1 MB)
  • 001 Download the Resources.html (0.9 KB)
  • 006 Cropping Image.en.srt (3.6 KB)
  • 005 Flipping Image.en.srt (3.2 KB)
  • 004 Resizing Image.mp4 (35.7 MB)
  • 005 Flipping Image.mp4 (19.7 MB)
  • 006 Cropping Image.mp4 (10.8 MB)
  • 032 04_Image_transformations.zip (3.4 MB)
  • 032 2_image_transformation.pdf (721.4 KB)
02 Drawing
  • 001 Download the Resources.html (0.9 KB)
  • 002 Line.en.srt (8.0 KB)
  • 005 02_Drawings.zip (7.4 KB)
  • 003 Rectangle.en.srt (6.4 KB)
  • 005 Abstract Circles.en.srt (5.0 KB)
  • 004 Cricle.en.srt (5.0 KB)
  • 002 Line.mp4 (30.8 MB)
  • 003 Rectangle.mp4 (25.4 MB)
  • 004 Cricle.mp4 (23.9 MB)
  • 005 Abstract Circles.mp4 (20.1 MB)
14 Smoothing Filters
  • 002 Average Blur & Convolution Process.en.srt (9.7 KB)
  • 007 OpenCV_ Median Blur for Salt Pepper Noise.en.srt (7.7 KB)
  • 003 OpenCV_ Average Blur.en.srt (7.3 KB)
  • 004 Gaussian Blur.en.srt (6.8 KB)
  • 006 Median Blur.en.srt (6.7 KB)
  • 005 OpenCV_ Gaussian Blur.en.srt (5.5 KB)
  • 007 OpenCV_ Median Blur for Salt Pepper Noise.mp4 (51.9 MB)
  • 001 Download the Resources.html (0.9 KB)
  • 003 OpenCV_ Average Blur.mp4 (42.9 MB)
  • 006 Median Blur.mp4 (30.0 MB)
  • 002 Average Blur & Convolution Process.mp4 (26.2 MB)
  • 005 OpenCV_ Gaussian Blur.mp4 (24.1 MB)
  • 004 Gaussian Blur.mp4 (20.1 MB)
  • 059 08_Smoothing_filters.zip (2.2 MB)
  • 064 6_SmootingFilters - Median.pdf (1.1 MB)
  • 060 6_SmootingFilters - Average Blur.pdf (657.5 KB)
  • 062 8_SmootingFilters - Gaussian.pdf (584.9 KB)
09 Arithmetic Operations in Images
  • 002 Addition in Image.en.srt (9.4 KB)
  • 005 Blending Image - OpenCV Python.en.srt (7.2 KB)
  • 038 3_arthematic_operations.pdf (156.7 KB)
  • 003 Subtraction in Image.en.srt (4.3 KB)
  • 001 Download the Resources.html (0.9 KB)
  • 004 Blending Image Idea.en.srt (1.3 KB)
  • 005 Blending Image - OpenCV Python.mp4 (38.2 MB)
  • 002 Addition in Image.mp4 (27.9 MB)
  • 003 Subtraction in Image.mp4 (14.0 MB)
  • 004 Blending Image Idea.mp4 (3.7 MB)
  • 038 05_Arithmetic_Operations.zip (998.8 KB)
16 Project - 8_ Automatic Facial Blur
  • 007 Step-2, Create Mask Image.en.srt (3.8 KB)
  • 001 Project Flow.en.srt (4.4 KB)
  • 003 Step-1, Face Detection_ Get Detections.en.srt (4.1 KB)
  • 010 Step-5, Addition Operation.en.srt (3.8 KB)
  • 005 Step-1, Face Detection_ Get the Bounding Box.en.srt (2.9 KB)
  • 002 Load Image.en.srt (2.5 KB)
  • 008 Step-3, Calculate Background and Foreground Image using Bitwise AND.en.srt (2.4 KB)
  • 009 Step-4, Blur the Faces.en.srt (2.2 KB)
  • 004 Step-1, Face Detection_ Select Faces using Confidence Score.en.srt (2.1 KB)
  • 006 Step-1, Face Detection_ Draw Rectangle Box.en.srt (1.6 KB)
  • 010 Step-5, Addition Operation.mp4 (29.5 MB)
  • 007 Step-2, Create Mask Image.mp4 (19.4 MB)
  • 001 Project Flow.mp4 (18.3 MB)
  • 003 Step-1, Face Detection_ Get Detections.mp4 (15.9 MB)
  • 008 Step-3, Calculate Background and Foreground Image using Bitwise AND.mp4 (14.7 MB)
  • 005 Step-1, Face Detection_ Get the Bounding Box.mp4 (11.4 MB)
  • 006 Step-1, Face Detection_ Draw Rectangle Box.mp4 (10.8 MB)
  • 009 Step-4, Blur the Faces.mp4 (10.4 MB)
  • 004 Step-1, Face Detection_ Select Faces using Confidence Score.mp4 (9.1 MB)
  • 002 Load Image.mp4 (8.5 MB)
  • 077 Project_5_Automatic_Face_Blur.zip (5.3 MB)
15 Project-7_ Pencil Sketch Image in Real Time
  • 008 GUI Control Panel.en.srt (8.6 KB)
  • 007 Pencil Sketch Function.en.srt (7.1 KB)
  • 005 Divide Grayscale image and Gaussian Blur Image.en.srt (2.9 KB)
  • 011 Pencil Sketch in Real Time.mp4 (54.3 MB

Description


Description

Welcome to “Image Processing using OpenCV from Zero to Hero” !!!

Image Processing is one of the areas of Data Science and has a wide variety of applications in the industries in the current world. Many industries looking for a Data Scientist with these skills. This course is completely project-based learning. Where you will do the project after completion of every module. Here I will cover the image processing from basics to advanced techniques including applied machine learning algorithms and models to images.

WHAT YOU WILL LEARN?

Image Basics
Drawings
Image Translation
Image Processing Techniques
Smoothing Filters
Filters
Graphical Use Interphase (GUI) in OpenCV

Key Highlights in Section 1 to 7

We will start the course with very basic like load, display images. With that, we will understand the basic mathematics background behind the images. Also, I will teach you the concepts of Drawings and Videos.

Projects (Object Detection):

Face Detection using Viola-Jones Algorithm
Face Detection using Deep Neural Networks (SSD ResNet 10, Caffe Implementation)
Real-Time Face Detection
Facial Landmark Detection

Key Highlights in Section 8 to 11

We will slowly move into image processing concepts related to image transformations like image translation, flipping, rotating, and cropping. I will also teach arithmetic operations in OpenCV.

Project (Brightness Control):

5. GUI based Brightness Control in Images

6. Real-Time Brightness Control

Key Highlights in Section 12,13

In these sections, I will introduce new concepts on bitwise operations and masking, where you will learn the truth table and different bitwise operations like “AND“, “OR“, “NOT“, “XOR“.

Key Highlights in Section 14

Then we will extend our discussion on Smoothing Filter which is a very important image processing technique. In this section, I will teach smoothing techniques like Average Blur, Gaussian Blur, Median Blur & Bilateral Filter.

You will have complete access to Images, Data, Jupyter Notebook files that are used in this course. The code used in this course is written in such a way that you can directly plug the function into the real-time scenario and get the output.

I will see you inside the course!!!

———————–

Srikanth Guskra
Who this course is for:

Anyone who are passionate to learn image Processing with OpenCV

Requirements

Anyone who are beginner to Python

Last Updated 7/2021



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Image Processing using OpenCV from Zero to Hero, 8 Projects

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1.9 GB
seeders:14
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Image Processing using OpenCV from Zero to Hero, 8 Projects

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