Py之albumentations:albumentations库函数的简介、安装、使用方法之详细攻略
目录
albumentations是图像数据增强库。基于高度优化的 OpenCV 库实现图像快速数据增强。针对不同图像任务,如分割,检测等,超级简单的 API 接口。易于个性化定制。易于添加到其它框架,比如 PyTorch。
GitHub官网:GitHub - albumentations-team/albumentations: Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
文档:Augmentations (albumentations.augmentations) — albumentations 1.1.0 documentation
pip install albumentations
pip install --user albumentations
Classification - example.ipynb
Object detection - example_bboxes.ipynb
Non-8-bit images - example_16_bit_tiff.ipynb
Image segmentation example_kaggle_salt.ipynb
Keypoints example_keypoints.ipynb
Custom targets example_multi_target.ipynb
Weather transforms example_weather_transforms.ipynb
Serialization serialization.ipynb
Replay/Deterministic mode replay.ipynb
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