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via Udemy |
Go to Course: https://www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/
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 DetectionOverview of CNN, RCNN, Fast RCNN, Faster RCNN, Mask R-CNNIntroduction to YOLO AlgorithmYOLOv7 Paper ReviewMeasuring Accuracy in Computer VisionIntersection Over Union (IOU)Non-Max Suppression (NMS)YOLOv7 Object Detection on Images, Video in Google ColabWhat's New in YOLO-NAS Is YOLO-NAS the Future of Object Detection?YOLO-NAS Object Detection Run YOLO-NAS in 1 CLICK - Google ColabYOLO-NAS Object Detection with Webcam in Real TimeHow to train YOLO-NAS using custom datasetIntroduction to YOLOv8Running YOLOv8 on WindowsRunning YOLOv8 in Google ColabTraining Custom YOLOv7 Face Mask Detection using YOLOv7 Personal Protective Equipment Detection using YOLOv7 Training Custom YOLOv8 Potholes Detection using YOLOv8Introduction to Multi-Object TrackingImplementing YOLOv7 with Multi-Object Tracker DeepSORT AlgorithmTraffic Counting using YOLOv7 and DeepSORT Object TrackingCar Velocity Calculation + Traffic Counting using YOLOv7 and Object TrackingVehicles Counting (Entering and Leaving) using YOLOv7 & DeepSORT Object TrackingCar Velocity Calculation + Vehicles Counting (Entering and Leaving)Implementing YOLOv8 with Multi-Object Tracker DeepSORT AlgorithmImplementing YOLOv8 with Multi-Object Tracker DeepSORT Algorithm Google ColabYOLOv7 SegmentationRun YOLOv7 Segmentation on Google ColabYOLOv7 Segmentation with TrackingYOLOv8 Segmentation on Custom Dataset Potholes Segmentation Estimate the Pixel Area of Each Segmentation MaskYOLOv8 SegmentationRun YOLOv8 Segmentation on Google ColabYOLOv8 Segmentation with TrackingVehicles Intensity Heatmaps Vehicles Counting Tracking using YOLOv7Privacy Blurring using YOLOv7 with Object TrackingFire Detection System using YOLOv7 Plastic Bottles Counting on Manufacturing LinesWaste Detection and Segmentation using YOLOv7 License Plate Detection and Recognition using YOLOv7Basketball Player and Ball Detection, Tracking and Speed Estimation with Web AppRun YOLOv7 Pose Estimation Model Google ColabCrunch Counter using YOLOv7 Pose EstimationPush Up Counter using YOLOv7 Pose EstimationTennis Shots Identification YOLOv7 Pose Estimation and LSTM (Theoretical Lesson)Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM ModelBadminton Shots Identification using YOLOv7 Pose Estimation and LSTM ModelWeb Development Tutorial Integration of YOLOv7 with Flask Privacy Blurring Web AppVehicles Counting Entering and Leaving Web AppReal Time Sign Language Alphabets Detection using YOLO-NAS