Merge pull request #120 from Sohamshah03/SohamShah03

Traffic signs detection using YOLOv11

Traffic signs detection using YOLOv11/README_traffic-sign.md

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+# Traffic signs detection using YOLOv11
+
+## Introduction
+
+Traffic sign detection is an essential task in autonomous driving. By leveraging YOLOv11's capabilities, this project aims to accurately detect various traffic signs from images or video streams, contributing to road safety and navigation assistance.
+
+The scope of the project can also be expanded for blind people by converting the detected signs into audio using Text to Speech APIs.
+
+## Requirements
+
+- Python
+- OpenCV
+- Numpy
+- Pandas
+- Matplotlib
+- Seaborn
+
+## Datasets
+
+- YAML file for fine tuning YOLOv11: [YAML file](https://www.kaggle.com/datasets/sohamshah03/yamlfile)
+
+- Traffic signs dataset: [Dataset](https://www.kaggle.com/datasets/pkdarabi/cardetection)
+
+- Testing samples: [Samples](https://www.kaggle.com/datasets/gannayasser/speed-and-traffic-sign-detection-test)
+
+## Author
+
+Soham Shah
+
+GitHub: [GitHub](https://github.com/Sohamshah03)
+
+LinkedIn: [LinkedIn](https://www.linkedin.com/in/soham-shah-6563aa289/)
+
+## Contributing
+
+Feel free to add features and raise issues.