kattat13/PL-traffic-signs-predict

Predict polish traffic signs

⚡ Polish Traffic Signs Classification App

This Flask application presents how a Convolutional Neural Network model can classify polish traffic signs images.

Demo running on Google Cloud: https://pl-traffic-signs-vvfsnbp67a-lm.a.run.app/

Please note the model was trained on 92 classes available in the dataset. Full list of classes can be find in the web application in "Important note" tab.

❓ Why?

Traffic signs classification is one of the most popular projects for people learning Deep Learning. The most popular dataset for this issue is GTSRB - German Traffic Sign Recognition Benchmark. I wanted to try traffic signs classification but on a different dataset. When I discovered this dataset shared on Kaggle - a 92-classes dataset made of polish traffic signs - I knew I have to use it for my next project.

Notebook of the model is available on Kaggle: ╰┈➤here.

🔧 Tech Stack

💡 Credits

• Favicon created by Adrien Coquet - Flaticon
• Image upload JS script created by @emiemi