texture-bias

There are 0 repository under texture-bias topic.

rgeirhos / Stylized-ImageNet
Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
deep-learning style-transfer computer-vision human-vision shape-bias texture-bias
Language:Python 496
wildphoton / RandConv
Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"
data-augmentation deep-learning domain-generalization texture-bias
Language:Python 55
JohannesTheo / trapped-in-texture-bias
Official code release for the paper Trapped in texture bias? A large scale comparison of deep instance segmentation, accepted at ECCV 2022
classification computer-vision deepl-learning detection eccv2022 instance-segmentation research-paper robustness texture-bias
Language:Jupyter Notebook 14
gulfaraz / balancing-shape-texture-bias-in-imagenet-trained-vgg19
A study on the effect of normalization in predictions by CNN models
artificial-intelligence deep-learning convolutional-neural-networks thesis uva bias shape-bias texture-bias normalization bilateral-filter variational-inference variational-autoencoder classification latent-representations
Language:Jupyter Notebook 4
daniele-roncaglioni / MLPs_shape_vs_texture_bias
In this work we explore whether MLPs are naturally biased towards using shape or texture as the main feature for image classification decisions.
mlp-classifier shape-bias texture-bias
Language:Jupyter Notebook

rgeirhos / Stylized-ImageNet