Vehicle Speed Detection Using OpenCV and Python || Complete Tutorial

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In this video, we are using the Haar cascade classifier to identify vehicles and also assign IDs to vehicles. We have used a correlation tracker from the dlib library.

Speed Calculation
We are calculating the distance moved by the tracked vehicle in a second, in terms of pixels, so we need pixel per meter to calculate the distance traveled in meters. With the distance traveled per second in meters, we will get the speed of the vehicle.

Required:
Python3
OpenCV
dlib

if you want to test vehicle speed detection use code from the video here XML

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thank u so much sir. greatly appreciate 🙏

kevinliu
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fully following your code. why I cannot see the output file in avi format? it seems to have a pop-screen up seeing your youtube. thanks.

nxopizx
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thank you for your work, can you explain why you used fps=18 i should change it from video to video ?

aminenouira
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hello sir, i am still fail to install dlib on windows . need ur help . thanks

achmadfathoni
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hello sir, could you answer my question "What is 'pmm variable' ?"

namvonhat
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What is the use of the xml file plss give small explanation about it

harishraghul
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There is problem with dlib can you plz help me out

kokandarshan
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Getting this error even after installing dlib
import dlib
ModuleNotFoundError: No module named 'dlib'

lokeshsuryawanshii
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It is not working in windows terminal can you please tell me how to execute in windows

akhileshethakota
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