YOLO (You Only Look Once) Project

Quickly implement and use YOLO models for real-time object detection with YOLOv10.

Quick Start

1. Installation: cd yolov10 && pip install .
2. Deployment: Run streamlit run .\deploy_model.py to deploy with Streamlit.

Resources

• Model Source: YOLOv10 GitHub
• Directory Structure:
  • data: Datasets
  • models: Model definitions/configurations
  • predicts: Prediction results
  • yolov10: YOLOv10 implementation
  • deploy_model.py: Streamlit deployment script

Example

Deploy and detect objects in images after installation.

Sample Image Predictions

Acknowledgements

Thanks to THU-MIG for the YOLOv10 model.