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Fix latex equation in the PEM doc.
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Alexander Gorban committed May 17, 2023
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Showing 1 changed file with 7 additions and 5 deletions.
12 changes: 7 additions & 5 deletions docs/pose_estimation_metric.md
Original file line number Diff line number Diff line change
Expand Up @@ -78,10 +78,12 @@ $$\textbf{PEM}(Y,\hat{Y}) = \frac{\sum_{i\in M}\left\|y_{i} -

where $M$ - a set of indices of matched keypoints, $U$ - a set of indices of
unmatched keypoints (ground truth keypoints without matching predicted keypoints
or predicted keypoints for unmatched objects); Sets $$Y= \left\{y_i\right\}_{i
\in M}$ and $\hat{Y} = \left\{\hat{y}_i\right\}_{i \in M}$$ are ground truth
and predicted 3D coordinates of keypoints; $C=0.25$ - a constant penalty for
an unmatched keypoint.
or predicted keypoints for unmatched objects); Sets
$`Y = \left\lbrace y_i\right\rbrace_{i \in M}`$
and
$`\hat{Y} = \left\lbrace\hat{y}_i\right\rbrace_{i \in M}`$
are ground truth and predicted 3D coordinates of keypoints; $C=0.25$ - a
constant penalty for an unmatched keypoint.


## Object Matching Algorithm
Expand Down Expand Up @@ -165,4 +167,4 @@ responsible for removing duplicate detections.
NOTE: The WOD library also implements the [`CppMatcher`](src/waymo_open_dataset/metrics/python/keypoint_metrics.py)
which maximizes total Intersection over Union (IoU) between predicted and ground
truth boxes. However, this matcher requires all predictions to have bounding
boxes and is provided only as a reference.
boxes and is provided only as a reference.

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