Traffic Sign Recognition Using Deep Learning | CNN | Python
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- เผยแพร่เมื่อ 15 พ.ย. 2023
- 🚦 Traffic Sign Recognition Using CNN - Deep Learning Tutorial 🚦
📺 Video Overview:
Welcome to Knowledge Doctor ! In this tutorial, we'll dive into the exciting world of deep learning and computer vision to implement Traffic Sign Recognition using Convolutional Neural Networks (CNN). Whether you're a beginner or an experienced developer, this step-by-step guide will help you understand the key concepts and implement a robust traffic sign recognition system.
🔍 Topics Covered:
Introduction to Traffic Sign Recognition
Overview of Convolutional Neural Networks (CNN)
Dataset Preparation and Exploration
Data Preprocessing Techniques
Building the CNN Model Architecture
Training the Model
Model Evaluation and Testing
Traffic Sign Recognition Web Apps Using Flask
Real-time Traffic Sign Recognition (Optional)
Conclusion and Next Steps
🛠️ Tools and Technologies:
Python
TensorFlow
Jupyter Notebooks
OpenCV
Visual Studio Code
🐱🏍Dataset Link 🤜 drive.google.com/file/d/1Tzw4...
📚 Prerequisites:
Basic understanding of Python programming
Familiarity with deep learning concepts is helpful but not mandatory
🔗 Code and Resources:
💻 Source Code: github.com/Chando0185/traffic...
💡 Expand your knowledge and enhance your coding skills with this hands-on project! 💪
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🎬 Don't miss out on this amazing tutorial! Watch now and start building Traffic Sign Recognition. 🔐
🚀 Get ready to enhance your skills in deep learning and computer vision! Don't forget to like, share, and subscribe for more exciting tutorials. Happy coding! 🤖🚀
#TrafficSignRecognition #DeepLearning #CNN #ComputerVision #PythonTutorial #MachineLearning
Hopefully Students Follow This Tutorial At Least Try at Your Home & Build this Project Cz Usse Bhai Shanti Milte He Koi Tho Shika Mujse.
Sukun Bhai Sukun🌻
Which extention did you use
hey, thank you for the code. I am unable to run it since in main.py line 6 is faulty and won't compile. what should I do?
Can you use this logic/method to detect signs with instructions? An example would be: Construction zone ahead (pick a different language).
I sincerely thank you for your efforts; your diligent work has truly yielded commendable results. I kindly request you to provide me with the exact of Flask that you utilized
Which version python used?
Tensorflow and keras version please?
Thanks a lot bhai, will ask you if I had any questions or doubts in building this project as you explained😊
Sure You Can ask at Comment Box Or Discord Server.
Kindly tell how to get those versions of keras and tensorflow?
Also please tell how to implement this predict_classes in tensorflow version 2.15.0
It's loading when choose the photo and no output is generated please someone help
sir please help this error is coming while preprocessing x_train etc.
OpenCV(4.8.0) /io/opencv/modules/imgproc/src/color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cvtColor
Hope so you image is not loading perfectly check path.
What version python do you use in video
Python 3.8.5
Sir...please help......AttributeError: 'Sequential' object has no attribute 'predict_classes' this error
Use np.argmax
when chose sign photo its loadind and loading but not work ...why
Check the error at your terminal
I am having same problem
@@jayasuriya2073same
No errors are occured only it is loading.... Not predicting the sign @@knowledgedoctor3849
Did it work for you???
I had a doubt
It's giving an loading loading symbol