Udemy – Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS 2023-10

Udemy – Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS 2023-10 Downloadly IRSpace

Apr 17, 2025 - 12:56 Updated: Apr 21, 2025 - 05:01

0 0

Udemy – Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS 2023-10

Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS, Welcome to the Course, we will start with the basics of OpenCV. From there, we’ll dive into creating real-world applications using OpenCV. Next up, we’ll explore different Object Detection Algorithms i.e. YOLOv8 and YOLO-NAS. We will create different applications using YOLOv8 and YOLO-NAS. In this course, we’ll not only implement Object Tracking from scratch using OpenCV but also explore top-notch Object Tracking Algorithms like SORT and DeepSORT. Moreover, we’ll also focus on Pose Estimation in this course as well. With the help of MediaPipe and OpenCV, we’ll uncover the secrets of estimating poses. We’ll apply this knowledge to develop practical applications, such as a Bicep Curl Counter and Push-Ups Counter, bringing your skills to life.

What you’ll learn

Understand basics of OpenCV
Use OpenCV to work with Image and Video Files
Apply different image processing techniques with OpenCV including Blurring, Dilation, Erosion, Edge Detection, Finding and Drawing Contours, Warp Perspective
Use Haar Cascades Classifiers to Detection Face, License Plate etc
Use OpenCV to create Real-World Applications including Optical Mark Recognition, Lane Detection, QR & Bar Code Detection, Object Size Measurement etc
Use OpenCV to create Advanced Projects/ Applications including Basket Ball Shot Predictor, Parking Space Counter, Pong Game using Hand Gestures, Gesture Vol Cnt
Understand the fundamentals of Object Detection and learn how to use YOLO Algorithm to do Object Detection with YOLOv8 and YOLO-NAS
Understand the basics of Object Segmentation and learn how to do Object Segmentation with YOLOv8 and how to train YOLOv8 Segmentation Model on Custom Data
Understand the Basics of Object Tracking and how to integrate the SOTA Object Tracking Algorithms i.e. SORT and DeepSORT with YOLOv8 and YOLO-NAS
Build Real World Applications with YOLOv8 and YOLO-NAS including Potholes Detection, Personal Protective Equipment Detection, Vehicles Intensity Heatmaps etc

Who this course is for

For Everyone who is interested in Computer Vision
For Everyone who wants to learn the OpenCV and latest YOLOv8 and YOLO-NAS version
For Everyone who study Computer Vision and want to know how to use YOLO for Object Detection
For Everyone who aims to build Deep learning Apps with Computer Vision