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Computer vision models rely on the quality of the data provided to them, with good labels being essential. This tutorial focuses on annotating images for object detection models to improve model performance. Joseph from Roboflow outlines seven techniques to ensure the highest quality data. The example used is chess piece detection, where images need to be labeled with bounding boxes for the model to learn and predict the positions of pieces on the board. The first step is deciding on the annotation tool to use.