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To build and train object detection or classification models, you need a labeled image dataset. This tutorial explains how to label your own image dataset for free. The video covers converting images into YOLO format for easy reading during model training. Different use cases, such as detecting home appliances or vehicles, are discussed. Make sure to watch the entire video for detailed instructions on building custom object detection models. Subscribe to the AI University channel for more tutorials like this.