Yao Liu's repositories
ConvNets-PDE-perspective
an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets
imagenette_experiments
Some experiments on Imagenette/Imagewoof datasets
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
model_constructor
Constructor for pytorch models.
pytorch-cifar
94.32% ResNet34 with twist, in 50 epochs
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Ranger-Mish-ImageWoof-5
Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs
ResNeXt.pytorch
Reproduces ResNet-V3 with pytorch
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021/Spring 2022