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Which way is better for drawing the ground truth boxes for object detection?

  1. Drawing as tight as the sides of the box touch the border of the object, or

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  2. Make a little space between the box and the object?

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The first image is a better bounding box. A perfect bounding box has no space in between the edges of the object and the box, but it also fully contains the object.

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