YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
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YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
Object Detection, Segmentation, Tracking, Pose Estimation, Web App Development, Real World 22 + projects with Web Apps
Created by Mohammad Moin | 19 hours on-demand video course
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 you’ll 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
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