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This depends on how you acquire your data. You can either manually label ground truth or use sensors such as GPS. I have used GPS data with RTK corrections (sub cm accuracy) as ground truth in the past. You could also place markers such as AR/april tags at known locations in your surroundings and use their measurements in your dataset as ground truth.

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