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دسته بندی دوره ها

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

سرفصل های دوره

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


1 - YOLOv7 Introduction
  • 1 - Introduction to Object Detection
  • 2 - Overview of CNN RCNN Fast RCNN Faster RCNN Mask RCNN
  • 3 - Introduction to YOLO Algorithm
  • 4 - YOLOv7 Paper Review
  • 5 - Measury Accuracy in Computer Vision
  • 6 - Intersection Over Union IOU
  • 6 - intersection-over-union-complete.zip
  • 7 - NonMax Suppression NMS
  • 8 - YOLOv7 Object Detection on Images Video in Google Colab
  • 8 - yolov7-googlecolab.zip

  • 2 - Training Custom YOLOv7
  • 9 - Training Custom YOLOv7 Face Mask Detection using YOLOv7 Part 1
  • 9 - face-mask-detection-complete.zip
  • 10 - Training Custom YOLOv7 Face Mask Detection using YOLOv7 Part 2
  • 10 - face-mask-detection-complete.zip
  • 11 - OutputVideo1
  • 11 - OutputVideo2
  • 11 - Training Custom YOLOv7 Face Mask Detection using YOLOv7 Part 3
  • 11 - face-mask-detection-complete.zip
  • 12 - Personal Protective Equipment Detection using YOLOv7 Part 1
  • 12 - ppe-detection-yolov7-1.zip
  • 13 - Personal Protective Equipment Detection using YOLOv7 Part 2
  • 13 - ppe-detection-yolov7-1.zip
  • 14 - OUTPUT1
  • 14 - OUTPUT3
  • 14 - OUTPUT4
  • 14 - Personal Protective Equipment Detection using YOLOv7 Part 3
  • 14 - ppe-detection-yolov7-1.zip

  • 3 - YOLOv7 Object Tracking
  • 15 - Introduction to MultiObject Tracking
  • 16 - Implementing YOLOv7 with MultiObject Tracker DeepSORT Algorithm
  • 17 - Traffic Counting using YOLOv7 and DeepSORT Object Tracking
  • 18 - Car Velocity Calculation Traffic Counting using YOLOv7 and Object Tracking
  • 19 - Vehicles Counting Entering and Leaving using YOLOv7 DeepSORT Object Tracking
  • 20 - Car Velocity Calculation Vehicles Counting Entering and Leaving

  • 4 - YOLOv7 Object Segmentation and Tracking
  • 21 - YOLOv7 Segmentation
  • 22 - Run YOLOv7 Segmentation on Google Colab
  • 22 - yolov7-segmentation-googlecolab.zip
  • 23 - YOLOv7 Segmentation with Tracking
  • 23 - yolov7-segmentation-with-deepsort-tracking.zip

  • 5 - Training YOLOv7 Segmentation Model on Custom Dataset
  • 24 - YOLOv8 Segmentation on Custom Dataset Potholes Segmentation Part 1
  • 24 - potholes-detection-and-segmenatation-1.zip
  • 25 - YOLOv8 Segmentation on Custom Dataset Potholes Segmentation Part 2
  • 25 - potholes-detection-and-segmenatation-1.zip
  • 26 - Estimate the Pixel Area of Each Segmentation Mask
  • 26 - potholes-detection-and-segmenatation-estimate-pixel-area-segmentation-mask-1.zip

  • 6 - YOLOv7 Apps
  • 27 - Output
  • 27 - Vehicles Intensity Heatmaps Vehicles Counting Tracking using YOLOv7
  • 27 - vehicle-intensity-and-retail-store-heatmaps-and-vehicles-counting-1.zip
  • 28 - OutputVideo
  • 28 - Privacy Blurring using YOLOv7 with Object Tracking
  • 28 - privacy-blurring-yolov7-deepsort-tracking.zip
  • 29 - Fire Detection System using YOLOv7 Part1
  • 29 - firedetection-2.zip
  • 29 - output1
  • 29 - output2
  • 30 - Fire Detection System using YOLOv7 Part2
  • 30 - firedetection-2.zip
  • 30 - output1
  • 30 - output2
  • 31 - Output-Video
  • 31 - Plastic Bottles Counting on Manufacturing Lines
  • 31 - plastic-bottles-counting-manufacturing-lines-complete.zip
  • 32 - OutputVideo
  • 32 - Waste Detection and Segmentation using YOLOv7 Part 1
  • 32 - waste-detection-and-segmenatation.zip
  • 33 - OutputVideo
  • 33 - Waste Detection and Segmentation using YOLOv7 Part 2
  • 33 - waste-detection-and-segmenatation.zip
  • 34 - License Plate Detection and Recognition using YOLOv7
  • 34 - UploadVideoTutorial.zip

  • 7 - Basketball Player and Ball Detection Tracking and Speed Estimation with Web App
  • 35 - Files-Link.txt
  • 35 - Introduction
  • 36 - Dataset Gathering and Converting the Dataset into YOLOv7 PyTorch Format
  • 36 - Files-Link.txt
  • 37 - Files-Link.txt
  • 37 - Training FIne Tunning the YOLOv7 Model on Basket Ball and Player Dataset
  • 38 - Files-Link.txt
  • 38 - Model Evaluation
  • 39 - Files-Link.txt
  • 39 - Integrating DeepSORT Object Tracking and Speed Estimation with YOLOv7

  • 8 - Pose Estimation
  • 40 - OutputVideo
  • 40 - Run YOLOv7 Pose Estimation Model Google Colab
  • 40 - run-yolov7-pose-estimation.zip
  • 41 - Crunch Counter using YOLOv7 Pose Estimation
  • 41 - Output
  • 41 - crunch-counter-yolov7.zip
  • 42 - Output-Video-Push-Up-Counter
  • 42 - Push Up Counter using YOLOv7 Pose Estimation
  • 42 - yolov7-pose-estimation-push-up-counter.zip
  • 43 - Tennis Shots Identification YOLOv7 Pose Estimation and LSTM Theoretical Lesson
  • 44 - Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM Model
  • 44 - UploadFIles.zip
  • 45 - Badminton Shots Identification using YOLOv7 Pose Estimation and LSTM Model
  • 45 - UdemyUploadFiles.zip

  • 9 - YOLOv7 Web App Development
  • 46 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 46 - Web Development Tutorial Part 1
  • 47 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 47 - Web Development Tutorial Part 2
  • 48 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 48 - Web Development Tutorial Part 3
  • 49 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 49 - Web Development Tutorial Part 4
  • 50 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 50 - Web Development Tutorial Part 5
  • 51 - WebDevelopmentTutorialForBeginnersRecorded.zip
  • 51 - Web Development Tutorial Part 6
  • 52 - FlaskApplicationYOLOv7-FileLink.txt
  • 52 - Integration of YOLOv7 with Flask Part 1
  • 53 - FlaskApplicationYOLOv7-FileLink.txt
  • 53 - Integration of YOLOv7 with Flask Part 2
  • 54 - FlaskApplicationYOLOv7-FileLink.txt
  • 54 - Integration of YOLOv7 with Flask Part 3
  • 55 - FlaskApplicationYOLOv7-FileLink.txt
  • 55 - Integration of YOLOv7 with Flask Part 4
  • 56 - FlaskApplicationYOLOv7-FileLink.txt
  • 56 - Integration of YOLOv7 with Flask Part 5
  • 57 - FlaskApplicationYOLOv7-FileLink.txt
  • 57 - Integration of YOLOv7 with Flask Part 6
  • 58 - FlaskApplicationYOLOv7-FileLink.txt
  • 58 - Integration of YOLOv7 with Flask Part 7
  • 59 - PrivacyBlussingFileLink.txt
  • 59 - Privacy Blurring Web App
  • 60 - VehicleCounting-Flask-YOLOv7.txt
  • 60 - Vehicles Counting Entering and Leaving Web App
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    تاریخ انتشار: ۲۹ خرداد ۱۴۰۲
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