Artificial Intelligence for Everyone-An Introduction to AI for Absolute Beginners
![Pt. 2-HOMEWORK SOLUTION Tracking an Object Based on Color in OpenCV](https://data-1.utreon.com/v/OG/Qw/Zj/jOMKMEDp6kQ/jOMKMEDp6kQ_9f26187c0e68a127ebe2468e5079660e_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how you the solution to the homework given in lesson 12. I will show how to generate an image of the HSV color space. We generate Hue, Saturation, and Value charts for different parameters. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![Pt. 1-Tracking an Object Based on Color in OpenCV](https://data-1.utreon.com/v/ND/Qw/OD/blsNjh2Ba3k/blsNjh2Ba3k_f848734d3d39536b53c13cc6fcedc072_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show you how to track an object based on color. We will use trackbars to train the model, and then will create masks to select only the object of the desired color. I will show you step-by-step instruction, and I do not assume you are already an expert.. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![HOMEWORK SOLUTION Understanding the HSV Color Space](https://data-1.utreon.com/v/ND/Nl/NW/zNaQ7qTqRCo/zNaQ7qTqRCo_6c8615c4dd16d3181f91b09e99ed0932_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how you the solution to the homework given in lesson 12. I will show how to generate an image of the HSV color space. We generate Hue, Saturation, and Value charts for different parameters. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![Understanding the HSV Color Space](https://data-1.utreon.com/v/MD/Vm/MT/vAKrslGlXHc/vAKrslGlXHc_2a97fd555c06b5377bc47ff356790bff_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how you how to understand the HSV, Hue Saturation Value, color space. We will show how it is difficult to track an object on color with in the RGB color space. In order to track objects in OpenCV, the HSV color space is the preferred method. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![LESSON 11 pt. 2: HOMEWORK SOLUTION Creating and Using Trackbars in OpenCV](https://data-1.utreon.com/v/ZT/M5/OT/s_SxwYdqyx0/s_SxwYdqyx0_ac2f069e1d729ac3a85876250af1768b_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show you the solution to the homework assignment in LESSON 11. I will show how to use trackbars in OpenCV to adjust the frame size and the position of your OpenCV window on your desktop. I show step by step instructions, and do not assume you are an expert. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![LESSON 11 pt. 1: Creating and Using Trackbars in OpenCV](https://data-1.utreon.com/v/Mz/I1/Zj/Y6vzdMqobUM/Y6vzdMqobUM_2b9ce20cf3496359b23895a18115907d_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how you can interact with your program and dynamically control program parameters by creating and using trackbars. Trackbars allow you to send parameter values into your video in real time. I will show you step by step, and do not assume you already are an expert. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![LESSON 10 pt 2: HOMEWORK SOLUTION Create a Region of Interest with the Mouse](https://data-1.utreon.com/v/ND/hk/Yz/I8XxEMcHJSo/I8XxEMcHJSo_7c1e313388ef28d8e9732e945d014be7_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how to create a Region of Interest, (ROI) by processing mouse clicks and mouse events. The ROI is selected by depressing, moving and then releasing the mouse button. Mouse events are convenient way to interact with your OpenCV video. This is the homework solution to the homework given in Lesson 10 [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![LESSON 10 pt. 1: Processing Mouse Clicks and Events in OpenCV](https://data-1.utreon.com/v/ZD/U0/ZT/YZANZdI_plY/YZANZdI_plY_0d74fce9a87b47f80bab46590a6cd8c2_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will show how to interact with your OpenCV video by listening for and processing various mouse clicks. I show how you can control parameters and affect your video by using mouse clicks. I take you through it step by step, and I do not assume you are an expert. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![HOMEWORK SOLUTION Understanding ROI in OpenCV](https://data-1.utreon.com/v/MD/A0/Yj/79kFzSQaYDQ/79kFzSQaYDQ_4546539eaddf7baa4d83eefb0c01cca9_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: Follow and Subscribe Above! In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will introduce the concept of ROI, or Region of Interest. In Artificial Intelligence, huge computation loads are put on your CPU or GPU. I take you through the solution to the homework in the earlier lesson. We show how to create a region of interest, manipulate it, and then return the modified ROI to the original frame. We then bounce the ROI frame around the frame. Enjoy! [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![Understanding Region of Interest (ROI) in OpenCV](https://data-1.utreon.com/v/Y2/Rl/MG/LRquCWnSe18/LRquCWnSe18_f269d864fe2be3000a244e12c2a05e10_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I will introduce the concept of ROI, or Region of Interest. In Artificial Intelligence, huge computation loads are put on your CPU or GPU. It is an advantage to only analyze smaller areas of your image when possible. These smaller areas are called the region of interest. Today we will help you become familiar with regions of interest in openCV. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![LESSON 8 Pt. 2: HOMEWORK SOLUTION Calculating Frames Per Second (FPS) in OpenCV](https://data-1.utreon.com/v/NG/Nl/Zm/pnAZ-9zksmI/pnAZ-9zksmI_f6f59c329223580a440a9c85cfd7a576_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to use measure and calculate the frames per second (fps) you are getting in your openCV program. I show how to display the fps on the openCV window using the cv2.putText command. Then I show how to create a low pass filter to smooth the data you are getting. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![LESSON 8 pt 1: Putting Text, Rectangles and Circles on Images in OpenCV](https://data-1.utreon.com/v/OG/My/MD/Co1GqWQ_u30/Co1GqWQ_u30_68d3098ad4affc9887f6fd6e1375537e_cover_360p.jpg)
In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to use OpenCV in Python to rectangles, circles and text on an image frame. This can be done on live video or still images. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![LESSON 7 Pt.2: HOMEWORK SOLUTION, Creating Checkerboard Pattern in OPENCV](https://data-1.utreon.com/v/Zj/M5/Nm/VBn0jjz9xzg/VBn0jjz9xzg_a3f62b1c96fdf1acc6e795782401de76_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to use OpenCV in Python to create a visual of a checkerboard the proper size and color. The checkerboard has 64 squares and is 8X8 in size. This is the homework solution for lesson number 7. We will show you how to use the numpy slice function to define the squares in the numpy image array. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![LESSON 7 Pt:1-Understanding Pictures and Images as Data Arrays](https://data-1.utreon.com/v/ND/k4/Y2/0WD_Bs9kVxo/0WD_Bs9kVxo_3d4ca87daab063cab6d4853bb91edbda_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show you how to understand images and pictures as simply two dimensional data arrays. I show the use of Numpy slice function to define different regions of interest (ROI). [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![Faster Launch of WEBcam and Smoother Video in OpenCV on Windows](https://data-1.utreon.com/v/Yz/Zj/NW/HGxYnatNxUw/HGxYnatNxUw_78b9ed466543fb18a4a00c5d21ff9c07_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to install opencv on windows, and how to write your first opencv program. We will show how to grab a frame from the camera, and then show it using cv2.imshow. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![HOMEWORK SOLUTION: Displaying Multiple OpenCV Video Windows](https://data-1.utreon.com/v/ND/g4/ZW/J2quFAN_Ngg/J2quFAN_Ngg_26c88613d830fa0d5bcfd3a06056e163_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to convert a WEB camera image to a gray scale. Then I will show how you can create multiple display video windows and show different versions of the frame in different windows. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![Installing OpenCV in Windows and Launching WEBCAM](https://data-1.utreon.com/v/MG/Jh/Mz/lsijVteryUs/lsijVteryUs_2b9ce20cf3496359b23895a18115907d_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I show how to install opencv on windows, and how to write your first opencv program. We will show how to grab a frame from the camera, and then show it using cv2.imshow. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![Part 2-SUPPLEMENTAL: Visual Studio Code Not Finding Python or Virtual Environments](https://data-1.utreon.com/v/Nz/dm/OD/BLo8QLu0210/BLo8QLu0210_ce7b79b832699c8f9d4c337084c4a3f3_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I give an update to LESSON 4. I know many of you were struggling with Visual Studio Code not finding your python virtual environment when you created new environments in powershell. In this supplemental lesson I will recreate the error and show you how to fix it. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #VisualStudioCode
![Part 1-Installing and Configuring Visual Studio Code on Windows 10](https://data-1.utreon.com/v/Mj/Nl/Mz/emgRIAfoqWk/emgRIAfoqWk_07cab92c5c3dea36ec1a1d464685e3b4_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I give an easy to understand description and step by step instruction on how to install Visual Studio Code on Windows 10. We will also show how to configure visual studio code to run different versions of python. Your life will be easier and my life will be easier if we both are using the same IDE and have it configured the same. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV
![Understanding and Using Python Virtual Environments](https://data-1.utreon.com/v/Mm/Nl/OW/CgdGvTFRj3k/CgdGvTFRj3k_3a39584d8d1b7c82f7106ae15af1c125_cover_360p.jpg)
You guys can help me out over at Patreon, and that will help me keep my gear updated, and help me keep this quality content coming: https://www.patreon.com/PaulMcWhorter In these lessons we will be using a logitech webcam. If you use the identical camera that I have, you will be ensured to get the same results. I suggest your life will be easier if you use the same camera I am using, available from Amazon below: https://amzn.to/3iwgIW0 In this video I give an easy to understand description and step by step instruction on how to create and use python virtual environments. Virtual environments create python sand boxes to play in so that library installations do not corrupt your main python installations. We will be doing all our Artificial Intelligence work inside virtual environments so make sure you understand this lesson. [Disclosure of Material Connection: I am a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to amazon.com. This means if you visit the link and purchase the item, I will receive an affiliate commission. Regardless, I only recommend products or services I use personally and believe will add value to my readers.] #ArtificialIntelligence #Python #OpenCV