texture-bias
There are 5 repositories under texture-bias topic.
rgeirhos/Stylized-ImageNet
Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
wildphoton/RandConv
Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"
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
gulfaraz/balancing-shape-texture-bias-in-imagenet-trained-vgg19
A study on the effect of normalization in predictions by CNN models
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.