Traffic Signs Classification Using Convolution Neural Networks CNN | OPENCV Python
Train and classify Traffic Signs using Convolutional neural networks This will be done using OPENCV in real time using a simple webcam . CNNs have been gaining popularity in the past couple of years due to their ability to generalize and classify the data with high accuracy. In this video we will train traffic signs with over 35000 images of 43 different classes with the help of tensorflow and keras . By the end of the video I be will sharing information that will help you classify your own data set. Info such as how long does it take to train and how much data of each class is required to have a good classification model.
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#CNN
#Keras
#TrafficSigns
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Видео Traffic Signs Classification Using Convolution Neural Networks CNN | OPENCV Python канала Murtaza's Workshop - Robotics and AI
Code & Text based Version:
https://www.murtazahassan.com/courses/opencv-projects/
Follow Me:
Instagram : https://www.instagram.com/murtazasworkshop/
Facebook: https://www.facebook.com/murtazasworkshop
Website: https://www.murtazahassan.com/
Github: https://github.com/murtazahassan
Thingiverse: https://www.thingiverse.com/Murtaza_Hassan/
#####################################
Full OpenCV 3 Hour Course: https://youtu.be/WQeoO7MI0Bs
Detailed CNN Tutorial: https://youtu.be/y1ZrOs9s2QA
#####################################
#CNN
#Keras
#TrafficSigns
Like --- Comment --- Share
Useful Links:
DC Motors + Wheels + Chassis: https://amzn.to/2SCZon3
DC Motors + Wheels: https://amzn.to/2QeEusw
Arduino UNO: https://amzn.to/2QdKthB
Motor Driver: https://amzn.to/35grl6x
Battery: https://amzn.to/2Fadc0c
Recommend Webcam for Computer Vision: https://amzn.to/2MNtVKZ
Budget Webcam: https://amzn.to/2ZP47Ug
Cheap Drone for OpenCV: https://amzn.to/2TZpsJy
Raspberry Pi 4 Best Starter Kit: https://amzn.to/2YVCEkL
Raspberry Pi Recommended Battery: https://amzn.to/2C0I9pl
Raspberry Pi Camera: https://amzn.to/2BDFcLF
Raspberry Pi Wide Lens: https://amzn.to/2NQH5qD
More powerful Raspberry Pi alternative: https://amzn.to/3eY3AWN
For daily updates :
https://www.instagram.com/murtazaswor...
Links:
How To Install OPENCV in Python:
https://youtu.be/CJXIjApHYVs
Computer Vision Course:
https://www.youtube.com/watch?v=CJXIj...
5 Must Know OpencCV Functions:
https://youtu.be/7kHhz7nkpBw
Easy Object Following Robot using Arduino and PixyCam:
https://youtu.be/w_krOCBk1DE
Robot Arm Arduino Tutorial | Gesture Controlled:
https://youtu.be/gmz7eOB-tCg
How to Build Tesla CyberTruck:
https://youtu.be/TE2REg4NEHM
Facing any Errors or want to discuss more?
✔️ Join my Discord
https://discord.gg/bFVMkzf
Видео Traffic Signs Classification Using Convolution Neural Networks CNN | OPENCV Python канала Murtaza's Workshop - Robotics and AI
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2 января 2020 г. 2:13:15
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