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Sign-Mapper: Traffic Sign Classifier and Detector

License: MIT License

Jupyter Notebook 99.68% Python 0.32% Procfile 0.01% Shell 0.01%
ai cnn decision-tree ml streamlit svm-classifier

sign-mapper's Introduction

MIT License

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SIGN MAPPER: Traffic Sign Classifier and Detector

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Sign Mapper is a web application that allows users to add image link of road signs and receive predictions about what type of sign is in the image. The model is based on a convolutional neural network (CNN) that was trained on a large dataset of road sign images, and is capable of detecting a wide variety of signs, including stop signs, yield signs, speed limit signs, and more. The application also provides a visual output that shows the name and id of the detected sign in the input image.

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Demo

https://www.youtube.com/watch?v=vJzBP9Hawx0&feature=youtu.be

Screenshots

App Screenshot

App Screenshot

App Screenshot

App Screenshot

Support

For support, email [email protected] or join our Slack channel.

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