Hello! This is a tutorial, where you can learn object detection with YOLO (You Only Look Once). YOLO is a state-of-the-art, real-time object detection algorithm known for its speed and accuracy. It combines object classification and localization in a single neural network, making it incredibly fast and efficient. You can run this tutorial on Google Colaboratory using a free GPU instance with the button above or on your local machine.
In this tutorial, we will cover the following topics:
- Introduction to object detection with YOLO.
- Using pre-trained models for object detection.
- Training a custom model on your own dataset.
- Outlook: Deploy your model on different hardware.
By the end of this tutorial, you will have an understanding of YOLO and be able to apply it to various object detection tasks.