MLP Mixer Pytorch
Pytorch implementation of MLP-Mixer.
Sample usage
foo@bar:❯ pip install mlp_mixerfrom mlp_mixer import MLPMixer
model = MLPMixer(
img_size=IMG_SZ,
img_channels=IMG_CHANNELS,
num_classes=NUM_CLASSES,
mixer_depth=DEPTH,
num_patches=NUM_PATCHES,
num_channels=NUM_CHANNELS,
expansion=EXPANSION,
dropout=DROPOUT,
)Citations
@misc{tolstikhin2021mlpmixer,
title = {MLP-Mixer: An all-MLP Architecture for Vision},
author = {Ilya Tolstikhin and Neil Houlsby and Alexander Kolesnikov and Lucas Beyer and Xiaohua Zhai and Thomas Unterthiner and Jessica Yung and Daniel Keysers and Jakob Uszkoreit and Mario Lucic and Alexey Dosovitskiy},
year = {2021},
eprint = {2105.01601},
archivePrefix = {arXiv},
primaryClass = {cs.CV}
}
