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Computer vision models need good data with accurate labels to perform well. Annotating images for object detection is crucial for creating high-quality data. In this tutorial, Joseph from Roboflow demonstrates seven techniques for improving data quality. He uses chess piece images as an example, showing how to label them with bounding boxes for model training. By following these steps, you can ensure your model learns to identify and locate objects accurately.