Augmentation with Hydra

Hydra gives you the power to configure augmentation without changing code in the python file (main.py). Instead, you can change augmentation parameters in configs/augmentation/transforms.yaml, or change it within a terminal. Another power of Hydra is an experiment. You can make your experiment augmentation parameters in configs/experiment/your_exp.yaml.

Change augmentation with terminal:

python src/main.py \
    augmentation.resize.size=150 \
    augmentation.random_crop.size=125 \
    augmentation.random_perspective.distortion_scale=0.35

Change augmentation with an experiment:

python src/main.py experiment=your_exp

Acknowledgment

• Awesome Hydra Template ashleve/lightning-hydra-template