/StopSign

Primary LanguageJupyter Notebook

Road Sign Detection using Yolov5

So you want to detection traffice signs hey? Well fear not...you can do this...I believe in you. But also, the code is below 😉. This notebook walks you through downloading the dataset from @andrewmvd's collection, converting the annotations from Pascal VOC to YOLO and last but not least rendering the bounding boxes within your Notebook using OpenCV and Matplotlib. Happy Coding ✌️

Watch the Code That challenge 📺

Also, if you want to see me slog through and sledge myself whilst trying to build this live, check this out! Tutorial

Startup 🚀

  1. Upload your kaggle.json api credentials into the Jupyter Lab environment
  2. Step through each cell of the notebook

Other References 🔗

Dataset: Road Sign Detection Dataset

Model: PyTorch Yolov5

Who, When, Why?

👨🏾‍💻 Author: Nick Renotte
📅 Version: 1.0.0 (11/11/2022)
📜 License: This project is licensed under the MIT License