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Imgaug 0.4.0 Python 3.10
iaa.BlendAlphaSimplexNoise seems to cause problems when converting keypoints.
iaa.BlendAlphaSimplexNoise
I have created an sequence of augmentations:
seq = iaa.Sequential([ iaa.Affine(rotate=(-25, 25)), iaa.AllChannelsCLAHE(clip_limit=(1, 3), tile_grid_size_px=(10, 25)), iaa.BlendAlphaSimplexNoise(iaa.Multiply(iap.Uniform(0.7, 1.3), per_channel=True), size_px_max=(2, 16), upscale_method="nearest") # iaa.BlendAlphaFrequencyNoise(foreground=iaa.Multiply(iap.Choice([0.8, 1.2]), per_channel=True)) ], random_order=False)
When I try to augment image and the corresponding keypoints with:
image_aug, kps_aug = seq(image=image, keypoints=kps_oi)
I get the error:
File ~/anaconda3/envs/dlc239-gui/lib/python3.10/site-packages/imgaug/augmenters/blend.py:757, in BlendAlphaMask._blend_coordinates(cls, cbaoi, cbaoi_fg, cbaoi_bg, mask_image, mode) 755 subgen = zip(coords, coords_fg, coords_bg) 756 for coord, coord_fg, coord_bg in subgen: --> 757 x_int = int(np.round(coord[0])) 758 y_int = int(np.round(coord[1])) 759 if 0 <= y_int < h_img and 0 <= x_int < w_img: ValueError: cannot convert float NaN to integer
My keypoints include some NaN values (as a side note).
If I remove specifically iaa.BlendAlphaSimplexNoise there no error. For example If use iaa.BlendAlphaFrequencyNoise instead there is also no error.
iaa.BlendAlphaFrequencyNoise
The text was updated successfully, but these errors were encountered:
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Imgaug 0.4.0
Python 3.10
iaa.BlendAlphaSimplexNoise
seems to cause problems when converting keypoints.I have created an sequence of augmentations:
When I try to augment image and the corresponding keypoints with:
I get the error:
My keypoints include some NaN values (as a side note).
If I remove specifically
iaa.BlendAlphaSimplexNoise
there no error. For example If useiaa.BlendAlphaFrequencyNoise
instead there is also no error.The text was updated successfully, but these errors were encountered: