Traffic_Sign_Recognition_Efficient_CNNs
A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild" (by hellojialee)
traffic-sign-recognition
Built and trained a deep neural network to classify traffic signs, using PyTorch. The highlights of this solution would be data preprocessing, trained with heavily augmented data and using Spatial Transformer Network. (by wolfapple)
Traffic_Sign_Recognition_Efficient_CNNs | traffic-sign-recognition | |
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1 | 1 | |
133 | 29 | |
- | - | |
10.0 | 10.0 | |
about 4 years ago | over 3 years ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Traffic_Sign_Recognition_Efficient_CNNs
Posts with mentions or reviews of Traffic_Sign_Recognition_Efficient_CNNs.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-23.
-
Need help with a project!!
https://github.com/vamsiramakrishnan/TrafficSignRecognition https://github.com/surmenok/GTSRB/blob/master/german-traffic-signs.ipynb https://github.com/alessiamarcolini/deepstreet https://github.com/JamesLuoau/Traffic-Sign-Recognition-with-Deep-Learning-CNN https://github.com/wolfapple/traffic-sign-recognition https://github.com/hellojialee/Traffic_Sign_Recognition_Efficient_CNN
traffic-sign-recognition
Posts with mentions or reviews of traffic-sign-recognition.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-23.
-
Need help with a project!!
https://github.com/vamsiramakrishnan/TrafficSignRecognition https://github.com/surmenok/GTSRB/blob/master/german-traffic-signs.ipynb https://github.com/alessiamarcolini/deepstreet https://github.com/JamesLuoau/Traffic-Sign-Recognition-with-Deep-Learning-CNN https://github.com/wolfapple/traffic-sign-recognition https://github.com/hellojialee/Traffic_Sign_Recognition_Efficient_CNN
What are some alternatives?
When comparing Traffic_Sign_Recognition_Efficient_CNNs and traffic-sign-recognition you can also consider the following projects:
TrafficSignRecognition - A Deep Neural Network to do traffic sign recognition
deepstreet - Traffic Sign Recognition - Fine tuning VGG16 + GTSRB
GTSRB - Convolutional Neural Network for German Traffic Sign Recognition Benchmark
Traffic-Sign-Recognition-with-Deep-Learning-CNN - Traffic Sign Recognition with Deep Learning CNN
Traffic_Sign_Recognition_Efficient_CNNs vs TrafficSignRecognition
traffic-sign-recognition vs deepstreet
Traffic_Sign_Recognition_Efficient_CNNs vs GTSRB
traffic-sign-recognition vs GTSRB
Traffic_Sign_Recognition_Efficient_CNNs vs deepstreet
Traffic_Sign_Recognition_Efficient_CNNs vs Traffic-Sign-Recognition-with-Deep-Learning-CNN