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Update sensor/docs/tutorials/tag_based_pnp_calibrator.md
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Co-authored-by: Kenzo Lobos Tsunekawa <[email protected]>
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vividf and knzo25 authored May 3, 2024
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Expand Up @@ -142,7 +142,7 @@ The images below show that with the calibrated transformation, the projected poi

- Why does the reprojection error increase when more data is collected?

1. When there are few samples, the model will fit the available data the best it can, even in the presence of noise (over-fitting). The more data is collected, the error may increase to a certain extent, but that is the model trying to fit all the data, being unable to fit the noise. However, it should reach a more-or-less table peak with about 10-15 pairs (depending on the data collection pattern/sampling).
1. When there are few samples, the model will fit the available data the best it can, even in the presence of noise (over-fitting). The more data is collected, the error may increase to a certain extent, but that corresponds to the model attempting to fit all the data, this time unable to fit the noise, resulting in a higher error. However, it should reach a more-or-less table peak with about 10-15 pairs (depending on the data collection pattern/sampling).

- Why doesn't the reprojection error seem low enough?

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