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

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