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Update train.py: avoids error on 'unique_bodyparts' #2668

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Merged
MMathisLab merged 1 commit into from
Jul 19, 2024
Merged

Update train.py: avoids error on 'unique_bodyparts' #2668

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11 changes: 8 additions & 3 deletions deeplabcut/pose_estimation_pytorch/runners/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -418,10 +418,15 @@ def _update_epoch_predictions(
for batch_id in range(len(ground_truth)):
# keypoints (num_kpts, 3)
keypoints = ground_truth[batch_id]
for kpts in keypoints:
vis = kpts[-1]
if name == 'unique_bodyparts':
vis = keypoints[-1]
if vis < 0:
kpts[-1] = 0
keypoints[-1] = 0
else:
for kpts in keypoints:
vis = kpts[-1]
if vis < 0:
kpts[-1] = 0

# rescale to the full image for TD or CTD
gt_with_vis[..., :2] = (gt_with_vis[..., :2] * scale) + offset
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