This package makes it easy for us to create efficient image Dataset generator.
Features
- Simple, Easy and Efficient image dataset creator for segmentation and classification models.
- Avoiding some limitations which cause performance bottleneck of learning, generate the Dataset by one-liner.
- Augment multiple input images and multiple label images with the same transformations.
- Adjusting sampling ratios from multiple tfrecord files are supported.
Install
python -m pip install git+https://github.com/piyop/tfaug
Supported Augmentations
- standardize
- resize
- random_rotation
- random_flip_left_right
- random_flip_up_down
- random_shift
- random_zoom
- random_shear
- random_brightness
- random_saturation
- random_hue
- random_contrast
- random_crop
- random_noise
submitted by /u/last_peng
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