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fix dice calculation

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luni
2023-01-29 18:01:02 +00:00
parent cbfa129999
commit 53b630c787
1 changed files with 3 additions and 1 deletions
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curvature_analysis.py
+3 -1
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@@ -133,6 +133,7 @@ def generate_curvatures(v, faces, mask, neighbourhood=25, nr_of_labels=6):
return frame_labels return frame_labels
import tensorflow as tf
def visualize_curvature_labels(folder, results_folder, frame): def visualize_curvature_labels(folder, results_folder, frame):
id = frame.split('_')[0] id = frame.split('_')[0]
@@ -146,7 +147,8 @@ def visualize_curvature_labels(folder, results_folder, frame):
curvature_labels_gt = generate_curvatures(verts, faces, mask, 25) curvature_labels_gt = generate_curvatures(verts, faces, mask, 25)
curvature_labels_pred = generate_curvatures(pred, faces, mask, 25) curvature_labels_pred = generate_curvatures(pred, faces, mask, 25)
dice = dice_dense(curvature_labels_pred[None,:], curvature_labels_gt[None,:]) # dice = dice_dense(curvature_labels_pred[None,:], curvature_labels_gt[None,:])
dice = dice_dense(tf.one_hot(curvature_labels_pred, 7)[None,:], tf.one_hot(curvature_labels_gt, 7)[None,:]).numpy()
colors_binned_all = [] colors_binned_all = []
for curvature_labels in [curvature_labels_gt, curvature_labels_pred]: for curvature_labels in [curvature_labels_gt, curvature_labels_pred]: