YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024
YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024
Learn Custom Object Detection, Segmentation, Tracking, Pose Estimation & 17+ Projects with Web Apps in Python
Product Brand: Udemy
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Udemy Coupon Code for YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024 Course. Learn Custom Object Detection, Segmentation, Tracking, Pose Estimation & 17+ Projects with Web Apps in Python
Created by Muhammad Moin | 12 hours on-demand video course | 65 downloadable resources
YOLO Course Overview
YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024
YOLOv8 and YOLO11: Cutting-Edge Object Detection Models. YOLOv8 and YOLO11 are the latest state-of-the-art object detection models from Ultralytics, surpassing previous versions in both speed and accuracy. These models build upon the advancements of earlier YOLO versions, introducing significant architectural and training improvements, making them versatile tools for a variety of computer vision tasks. The YOLOv8 and YOLO11 models support a wide range of applications, including object detection, instance segmentation, image classification, pose estimation, and oriented object detection (OBB).
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
Recommended YOLO Courses
YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS
Who this course is for:
- YOLOv8: Object Detection, Tracking & Web App in Python 2023 Course For Everyone who is interested in Computer Vision
- For Everyone who study Computer Vision and want to know how to use YOLO for Object Detection
- For Everyone who wants to learn the latest YOLOv8 version
- Building Deep learning Apps with Computer Vision
- Building Web Apps with Computer Vision
