additional_targets参数允许在同一个Compose中处理多张图像或图像及其对应的掩码: transform = A.Compose([ A.HorizontalFlip(p=0.5), A.Rotate(limit=40, p=0.7), ], additional_targets={'mask':'mask'})# 示例掩码mask = cv2.imread('path_to_mask.png', cv2.IMREAD_GRAYSCALE)# 应用增强augmented = ...
A.Perspective(p=0.8, scale=(0.05,0.3)), ], p=0.9, additional_targets={'image0':'image'})#训练时进行数据增广ifself.train: transformed = self.transform(image=data['ir'], image0=datax['speckle'], mask=data['gt']) data['ir'] = transformed['image'] data['speckle'] = transformed[...
HorizontalFlip 类的初始化方法(HorizontalFlip(p=1))在BasicTransform中: def__init__(self,always_apply=False,p=0.5):self.p=pself.always_apply=always_applyself._additional_targets={}# replay mode paramsself.deterministic=Falseself.save_key="replay"self.params={}self.replay_mode=Falseself.applied...
),additional_targets={"keypoints2":"keypoints"}, ) Now you can also add them usingadd_targets: transform=A.Compose(transforms=[A.Rotate(limit=(90.0,90.0),p=1.0)],keypoint_params=A.KeypointParams(angle_in_degrees=True,check_each_transform=True,format="xyas",label_fields=None,remove_invi...
You can apply the same transform to any number of images, masks, bounding boxes, and sets of keypoints using the additional_targets functionalitynotebook with examples Contributors@ternaus,@ayasyrev get_params_dependent_on data Relevant for those who build custom transforms. ...
fix_safe_rotate_targets support-ukraine fix_multiprocessing_random feature/coarse_dropout_to_support_keypoints pixel_dropout fix_choice_trasnforms fix_histogram_matching bloodaxe/fix-padding compose_transform_warning 1.3.0 1.2.1 1.2.0 1.1.0
The following table shows which additional targets are supported by each transform. TransformImageMasksBBoxesKeypoints CenterCrop ✓ ✓ ✓ ✓ CoarseDropout ✓ ✓ Crop ✓ ✓ ✓ ✓ CropNonEmptyMaskIfExists ✓ ✓ ✓ ✓ ElasticTransform ✓ ✓ Flip ✓ ✓ ✓ ✓ ...
在 Torchvision 中有很多经典数据集可以下载使用，在官方文档中可以看到具体有哪些数据集可以使用：...
Spatial-level transforms will simultaneously change both an input image as well as additional targets such as masks, bounding boxes, and keypoints. The following table shows which additional targets are supported by each transform. TransformImageMasksBBoxesKeypoints Affine ✓ ✓ ✓ ✓ BBoxSaf...
本文整理汇总了Python中albumentations.Compose方法的典型用法代码示例。如果您正苦于以下问题:Python albumentations.Compose方法的具体用法?Python albumentations.Compose怎么用?Python albumentations.Compose使用的例子?那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类albumentations的用法...