Udemy – YOLOv9 & YOLOv10: Learn Object Detection, Tracking & WebApps 2024-7

Published on: 2024-10-17 22:53:36

Categories: 28

Descriptions

YOLOv9 & YOLOv10: Learn Object Detection, Tracking & WebApps, YOLOv10 and YOLOv9 represent the latest advancements in computer vision object detection models. This course begins by covering the fundamentals of computer vision, including Non-Maximum Suppression and Mean Average Precision. Moving forward, we delve deeply into YOLOv9, exploring its architecture and highlighting how it surpasses other object detection models. In Section 04, we demonstrate object detection on images and videos using YOLOv9, evaluating its performance across various parameters. Subsequently, in Section 05, we train the YOLOv9 model on a custom dataset for Personal Protective Equipment (PPE) detection. Additionally, Section 06 focuses on object tracking, where we integrate YOLOv9 with the DeepSORT & SORT algorithms. Here, we also develop an application for person/vehicle counting (entry and exit) using YOLOv9 and the DeepSORT algorithm.

What you’ll learn

Basics of Computer Vision
Objects Detection using YOLOv9
Training/ fine-tuning YOLOv9 on a Custom Dataset
Object Tracking using YOLOv9 and DeepSORT Algorithm
Object Tracking using YOLOv9 and SORT Algorithm
Objects Detection using YOLO-World
Integrating YOLOv9 with Flask and Creating Web Apps
Personal Protective Equipment (PPE) detection using YOLOv9
Person/Vehicles counting (entry and exit) using YOLOv9 and the DeepSORT algorithm.
Object Detection in the Browser using YOLOv9 and Flask

Who this course is for

For Everyone who is interested in Computer Vision
For Everyone who wants to learn the latest YOLOv9 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