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  • MachineLearning Projects/traffic sign recognition using CNN and Keras

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Download the CSV file from the following link https://www.kaggle.com/datasets/meowmeowmeowmeowmeow/gtsrb-german-traffic-sign
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You've probably heard about self-driving automobiles, in which the driver is completely dependent on the vehicle for transportation. But for vehicles to reach level 5 autonomy, all traffic regulations must be understood and adhered to.
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Speed limits, no entry, traffic signals, turns to the left or right, children crossing, no passage of heavy trucks, etc. are just a few examples of the various types of traffic signs. The process of determining which class a traffic sign belongs to is known as categorization of traffic signs.
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![traffic signjpg1](https://user-images.githubusercontent.com/61727479/198211059-8629caa2-e441-4c5e-9f24-d12feaf2199a.jpg)
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![traffic signjpg2](https://user-images.githubusercontent.com/61727479/198211180-66c94d0e-1586-44d1-adec-ca9de1f1122c.jpg)
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![traffic signjpg3](https://user-images.githubusercontent.com/61727479/198211202-d636ddd4-94ba-4e34-92ff-20f67076e084.jpg)

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