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Other IT & Software

Object Detection

YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp

Loại khoá học: Other IT & Software

Object Detection, Segmentation, Tracking, Pose Estimation, Web App Development, Real World 22 + projects with Web Apps

50.000 VND

1.499.000 VND

Đầy Đủ Bài Giảng

Học Online Tiện Lợi

Kích Hoạt Nhanh 2-5 Phút

Thanh toán tự động

Được phép tải xuống

Mô tả

Unlock the Power of Computer Vision with our YOLOv7 YOLOv8 YOLO-NAS Crash Course (3 COURSES IN 1 )- Learn Object Detection, Segmentation, Tracking, and Pose Estimation Techniques, Build Web Apps, and Dive into Real-World Projects.
Our YOLOv7 YOLOv8 YOLO-NAS Crash Course Features Over 22 Exciting Projects to Help You Master Object Detection, Segmentation, Tracking, and Pose Estimation!
What will you learn in this course:
Introduction to Object Detection
Overview of CNN, RCNN, Fast RCNN, Faster RCNN, Mask R-CNN
Introduction to YOLO Algorithm
YOLOv7 Paper Review
Measuring Accuracy in Computer Vision
Intersection Over Union (IOU)
Non-Max Suppression (NMS)
YOLOv7 Object Detection on Images, Video in Google Colab

What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?

YOLO-NAS Object Detection | Run YOLO-NAS in 1 CLICK - Google Colab

YOLO-NAS Object Detection with Webcam in Real Time

How to train YOLO-NAS using custom dataset

Introduction to YOLOv8

Running YOLOv8 on Windows

Running YOLOv8 in Google Colab
Training Custom YOLOv7| Face Mask Detection using YOLOv7
Personal Protective Equipment Detection using YOLOv7

Training Custom YOLOv8 | Potholes Detection using YOLOv8
Introduction to Multi-Object Tracking
Implementing YOLOv7 with Multi-Object Tracker DeepSORT Algorithm
Traffic Counting using YOLOv7 and DeepSORT Object Tracking
Car Velocity Calculation + Traffic Counting using YOLOv7 and Object Tracking
Vehicles Counting (Entering and Leaving) using YOLOv7 & DeepSORT Object Tracking
Car Velocity Calculation + Vehicles Counting (Entering and Leaving)

Implementing YOLOv8 with Multi-Object Tracker DeepSORT Algorithm

Implementing YOLOv8 with Multi-Object Tracker DeepSORT Algorithm | Google Colab
YOLOv7 Segmentation
Run YOLOv7 Segmentation on Google Colab
YOLOv7 Segmentation with Tracking
YOLOv8 Segmentation on Custom Dataset | Potholes Segmentation
Estimate the Pixel Area of Each Segmentation Mask

YOLOv8 Segmentation

Run YOLOv8 Segmentation on Google Colab

YOLOv8 Segmentation with Tracking
Vehicles Intensity Heatmaps | Vehicles Counting | Tracking using YOLOv7
Privacy Blurring using YOLOv7 with Object Tracking
Fire Detection System using YOLOv7
Plastic Bottles Counting on Manufacturing Lines
Waste Detection and Segmentation using YOLOv7
License Plate Detection and Recognition using YOLOv7

Basketball Player and Ball Detection, Tracking and Speed Estimation with Web App
Run YOLOv7 Pose Estimation Model | Google Colab
Crunch Counter using YOLOv7 Pose Estimation
Push Up Counter using YOLOv7 Pose Estimation
Tennis Shots Identification YOLOv7 Pose Estimation and LSTM (Theoretical Lesson)
Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM Model
Badminton Shots Identification using YOLOv7 Pose Estimation and LSTM Model
Web Development Tutorial
Integration of YOLOv7 with Flask
Privacy Blurring Web App
Vehicles Counting Entering and Leaving Web App
Real Time Sign Language Alphabets Detection using YOLO-NAS

Bạn sẽ học được gì

Introduction to YOLOv7

Introduction to YOLOv8

What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?

YOLO-NAS Object Detection | Run YOLO-NAS in 1 CLICK - Google Colab

How to run a YOLOv7 program for Object Detection, Segmentation

How to run a YOLOv8 program for Object Detection, Segmentation

How to find the dataset

Data annotation/labeling/ Automatic Dataset Splitting

How to train YOLOv7 using custom dataset, transfer learning and resume training

Visualize the Training Performances

How to train YOLOv8 using custom dataset

How to train YOLO-NAS using custom dataset

YOLO-NAS Object Detection with Webcam in Real Time

Multiple Object Tracking using YOLOv7

Multiple Object Tracking using YOLOv8

Object Segmentation using YOLOv7

Object Segmentation using YOLOv8

YOLOv7 Segmentation with Multiple Object Tracking

YOLOv8 Segmentation with Multiple Object Tracking

Pose Estimation using YOLOv7

Badminton Shots Identification using LSTM and YOLOv7 Pose Estimation Model

Crunch Counter using YOLOv7 Pose Estimation

Real Time Sign Language Alphabets Detection using YOLO-NAS

Personal Protective Equipment Detection using YOLO-NAS

Real-Time Custom Object Detection with YOLO-NAS and Webcam

Face Mask Detection using YOLOv7

Integrating YOLOv7 with Flask for Web App Development

Personal Protective Equipment Detection using YOLOv7

Potholes Detection using YOLOv8

Personal Protective Equipment Detection using YOLO-NAS

Car Velocity Calculation + Traffic Counting using YOLOv7 and Object Tracking

Vehicles Counting (Entering and Leaving) using YOLOv7 & DeepSORT Object Tracking

Car Velocity Calculation + Vehicles Counting (Entering and Leaving)

Potholes Detection and Segmentation using YOLOv7 & Estimating the Pixel Area of Each Segmentation Mask

Vehicles Intensity Heatmaps | Vehicles Counting | Tracking using YOLOv7

Privacy Blurring using YOLOv7 with Object Tracking

Fire Detection System using YOLOv7

Plastic Bottles Counting on Manufacturing Lines using YOLOv7

Waste Detection and Segmentation using YOLOv7

License Plate Detection and Recognition using YOLOv7

Basketball Player and Ball Detection, Tracking and Speed Estimation using YOLOv7

Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM Model

Push Up Counter using YOLOv7 Pose Estimation

Privacy Blurring Web App

Vehicles Counting Entering and Leaving Web App

Real World 22 + Projects with YOLOv7

Yêu cầu

Python Programming experience is an advantage but not required
Laptop/PC

Nội dung khoá học

19 sections

YOLOv7 Introduction

8 lectures

Introduction to Object Detection