YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
Object Detection, Segmentation, Tracking, Pose Estimation, Web App Development, Real World 22 + projects with Web Apps
Description
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
What You Will Learn!
- 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
Who Should Attend!
- For Everyone who is interested in Computer Vision
- For Everyone who study Computer Vision and want to know how to use YOLOv7 & YOLOv8 for Object Detection
- Building Deep learning Apps with Computer Vision
- Building Web Apps with Computer Vision