Open vonaviv opened 6 months ago
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
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.