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Detecting Car Speed & Empty Parking Spot with Pytorch & CNN

سرفصل های دوره

Build car speed detection system and empty parking spot detection system using OpenCV, Pytorch, CNN, Keras, and SSD

1 - Introduction

1 - Introduction to the Course

2 - Car-Speed-Detection-Empty-Parking-Spot-Finder.pptx

2 - Table of Contents

3 - Whom This Course is Intended for

2 - Tools IDE and Datasets

4 - Tools IDE and Datasets

3 - Computer Visions Applications in Traffic Management

5 - Computer Visions Applications in Traffic Management

4 - How Car Speed Detection System Works

6 - How Car Speed Detection System Works

5 - How Empty Parking Spot Detection System Works

7 - How Empty Parking Spot Detection System Works

6 - Importing OpenCV Numpy and Pytorch

8 - Importing OpenCV Numpy and Pytorch

8 - OpenCV.txt

7 - Playing Video Using OpenCV

9 - Playing Video Using OpenCV

8 - Detecting Motion Using OpenCV

10 - Detecting Motion Using OpenCV

9 - Creating Function to Calculate Car Speed

11 - CarSpeedDetection.zip

11 - Creating Function to Calculate Car Speed

10 - Building Car Speed Detection System with OpenCV Pytorch and SSD

12 - Building Car Speed Detection System with OpenCV Pytorch and SSD

11 - Setting Speed Limit Issuing Speeding Ticket

13 - Setting Speed Limit Issuing Speeding Ticket

13 - Speeding-Ticket.txt

12 - Calculating Frame Rate

14 - Calculating Frame Rate

13 - Testing Car Speed Detection System

15 - Testing Car Speed Detection System

14 - Image Processing Using OpenCV

16 - Image Processing Using OpenCV

15 - Finding Downloading Parking Lot Dataset From Kaggle

17 - Finding Downloading Parking Lot Dataset From Kaggle

17 - Kaggle Dataset.txt

16 - Extracting Parking Spot Coordinates

18 - Extracting Parking Spot Coordinates

17 - Training Empty Parking Spot Detection Model with Keras CNN

19 - Training Empty Parking Spot Detection Model with Keras CNN

18 - Building Empty Parking Spot Detection System with OpenCV

20 - Building Empty Parking Spot Detection System with OpenCV

19 - Counting How Many Empty Parking Spot

21 - Counting How Many Empty Parking Spot

21 - EmptyParkingSpotDetection.zip

20 - Testing Empty Parking Spot Detection System

22 - Testing Empty Parking Spot Detection System

21 - Conclusion Summary

23 - Conclusion Summary

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تولید کننده: Udemy