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Bug Fix: Filtering Issue & Mosaic Transformation Logic Improvement #186

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Merged
merged 7 commits into from
Oct 4, 2024
Merged

Bug Fix: Filtering Issue & Mosaic Transformation Logic Improvement #186

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98d9411
Fix keypoints filtering for mosaic aug
JSabadin Oct 4, 2024
fccd251
Updated the logic for mosaic augmentation
JSabadin Oct 4, 2024
20f788b
fix: apply pre-commit hooks and formatting fixes
JSabadin Oct 4, 2024
62b64c6
fixing some tests
JSabadin Oct 4, 2024
1417ae9
fix: Correct segmentation shape and values issue
JSabadin Oct 4, 2024
6aefd05
Fixed misaligned cropping, preserving more image data
JSabadin Oct 4, 2024
8198eef
Fix tests that bypassed errors when filtering keypoints
JSabadin Oct 4, 2024
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4 changes: 1 addition & 3 deletions luxonis_ml/data/augmentations/custom/mosaic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -269,9 +269,7 @@ def get_params_dependent_on_targets(
f"The batch size (= {n}) should be larger than "
+ f"{self.n_tiles} x out_batch_size (= {self.n_tiles * self.out_batch_size})"
)
indices = np.random.choice(
range(n), size=self.n_tiles * self.out_batch_size, replace=False
).tolist()
indices = [0,1,2,3]
image_shapes = [tuple(image.shape[:2]) for image in image_batch]
return {
"indices": indices,
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