Naver connect foundation boostcamp AI Tech pjt
mask image classification
computer vision basic
- computer vision modeling basic
image classification modeling training sample
EDA - dataset & dataloader - model - training - test
custom dataset & dataloader
using pretrained model
pytorch style training
pytorch style test (ensemble, class-specific model prediction)
- data augmentation
basic augmentation random augmentation CutMix MixUp test augmentation
- ensemble
soft voting hard voting
- loss
Label smoothing loss
- Learning to resize images for computer vision
inspired by https://arxiv.org/pdf/2103.09950.pdf
my implementation