YOLOv8: Object Detection, Tracking & Web App in Python 2023

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YOLOv8 Object Detection, Tracking & Web App in Python 2023 Udemy Coupon

YOLOv8: Object Detection, Tracking & Web App in Python 2023

YOLOv8, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 17 + Projects & Web Apps in Python

Created by Mohammad Moin | 12 hours on-demand video 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.

What you’ll learn

  • 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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