Crop:裁剪,指定左上右下角,无黑边,无缩放。 CropAndPad:裁剪后填充指定值。 CropNonEmptyMaskIfExists:带mask的,图像和mask一起做裁剪。 RandomCrop:固定大小,随机位置,无缩放。 RandomCropFromBorders:随机大小,随机位置,无缩放。bbox在指定的Border以外。 RandomResizedCrop:固定面积,随机大小,随机位置,有缩放。He...
10. IAACropAndPad view code 回到顶部 11. IAAFliplr view code 回到顶部 12. IAAFlipud view code 回到顶部 13. IAAPerspective view code 回到顶部 14. IAAPiecewiseAffine view code 回到顶部 15. Lambda view code 回到顶部 16. LongestMaxSize view code 回到顶部 17. MaskDropout 回到顶部 18. OpticalD...
f'{save_fig_name}.png', dpi=120)plt.show()原图 1. CenterCrop def center_crop(img):height, width = img.shape[:2]plt.figure(figsize=(16,9))for i in range(8):plt.subplot(4, 2, i+1)crop_height, crop_width = np.random.randint(100, height), np.random.randint(100, width)
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 - Implementation of IAACropAndPad (#843) · albumentations-team/albumentations@4b61889
RandomCrop 随机裁剪 importalbumentationsasA importcv2 importnumpyasnp importmatplotlib.pyplotasplt #解决中文显示问题 plt.rcParams['font.sans-serif']=['SimHei'] plt.rcParams['axes.unicode_minus']=False #ReadanimagewithOpenCVandconvertittotheRGBcolorspace image=cv2.imread("aa.jpg") image=cv2.cvtColor...
fix_mask_inter_crop_and_pad color_module refactor_blur fix_617_bbox_outside fix_619_bbox_params fix_615_min_visibility fix_bias_to_tuple fix_affine_angle feature/fix_deprecated_arg_in_match_histograms fix_safe_rotate_targets support-ukraine ...
Crop ✓ ✓ ✓ ElasticTransform ✓ ✓ Flip ✓ ✓ ✓ ✓ GridDistortion ✓ ✓ HorizontalFlip ✓ ✓ ✓ ✓ IAAAffine ✓ ✓ ✓ ✓ IAACropAndPad ✓ ✓ ✓ ✓ IAAFliplr ✓ ✓ ✓ ✓ IAAFlipud ✓ ✓ ✓ ✓ IAAPerspective ✓ ✓ ✓ ✓...
RandomCrop 随机裁剪 RandomGamma 随机灰度系数 RandomRotate90 将输入随机旋转90度,N次 ShiftScaleRotate 随机平移,缩放和旋转输入。 CenterCrop 裁剪图像的中心部分 GridDistortion网格失真 ...
IAACropAndPad ✓ ✓ ✓ ✓ IAAFliplr ✓ ✓ ✓ ✓ IAAFlipud ✓ ✓ ✓ ✓ IAAPerspective ✓ ✓ ✓ ✓ IAAPiecewiseAffine ✓ ✓ ✓ ✓ Lambda ✓ ✓ ✓ ✓ LongestMaxSize ✓ ✓ ✓ ✓ MaskDropout ✓ ✓ NoOp ✓ ✓ ✓ ✓ OpticalDistortion...
PadToSize5123418-574--2874 Resize51210036341036-1016977 RandomSizedCrop_64_51231919391594-15292563 Posterize2778--- Solarize2762--- Equalize644413--735- Multiply27271248--- MultiplyElementwise118209--- ColorJitter3687857--- Python and library versions: Python 3.8.6 (default, Oct 13 2020, 20:37:26)...