AugMix

Performs the AugMix data augmentation technique.

Abstract Signature:

AugMix(value_range: Tuple[int, int] = [0, 255], num_chains: int = 3, chain_depth: int = 3, factor: float = 0.3, alpha: float = 1.0, all_ops: bool = True, interpolation: str = bilinear, seed: int)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torchvision.transforms.AugMix

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: keras.layers.AugMix

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.AugMix

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: —

Strategy: Custom / Partial

PaxML / Praxis

API: —

Strategy: Custom / Partial