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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تولید کننده: Udemy-Training