Online Course: YOLOv8: Object Detection, Tracking & Web App in Python 2023 Course
Description for YOLOv8: Object Detection, Tracking & Web App in Python 2023 Course
Welcome to the YOLOv8: The Ultimate Course for Object Detection & Tracking with Hands-on Projects, Applications & Web App Development. YOLOv8 is the state-of-the-art object detection model. It is the 8th version of YOLO and is an improvement over the previous versions in terms of speed, accuracy and efficiency.
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What you’ll learn
This course is an excellent way to learn YOLOv8
Introduction to YOLO
Fundamentals of YOLOv8
How to run a YOLOv8 program for Object Detection, Segmentation, Classification
How to find the appropriate dataset
Data annotation/labeling/ Automatic Dataset Splitting
Training YOLOv8 on Custom Dataset
How to train YOLOv8 using custom dataset, transfer learning and resume training
Visualize the Training Performances
Multiple Object Tracking using YOLOv8
Object Segmentation using YOLOv8
How to train YOLOv8 Segmentation using custom dataset, transfer learning and resume training
YOLOv8 Segmentation with Multiple Object Tracking
Integrating YOLOv8 with Flask for Web App Development
Potholes Detection using YOLOv8
Personal Protective Equipment Detection using YOLOv8
Pen and Book Detection using YOLOv8
Traffic Counting using YOLOv8 and DeepSORT Object Tracking
Car Velocity Calculation + Traffic Counting
Vehicles Counting (Entering and Leaving) using YOLOv8 & DeepSORT Object Tracking
Car Velocity Calculation + Vehicles Counting (Entering and Leaving)
Potholes Detection and Segmentation using YOLOv8
Traffic Lights Detection and Color Recognition using YOLOv8
Cracks Segmentation using YOLOv8.
Helmet Detection and Segmentation using YOLOv8
Traffic Watch: Automated Vehicle Direction Detection and Counting using YOLOv8
License Plate Detection and Recognition using YOLOv8
Face Detection, Gender Classification, Counting, Tracking, Alert and Analytics
Object Blurring using YOLOv8 with Object Tracking
Vehicles Segmentation and Tracking with Vehicles Counting and Speed Estimation
Personal Protective Equipment (PPE) Detection Web App
Real World 17 + Projects with YOLOv8: Unleashing the Power of YOLOv8
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