CheXpert
ImageNet Performance, No Panacea: ImageNet pretraining won't always improve computer vision.
It’s commonly assumed that models pretrained to achieve high performance on ImageNet will perform better on other visual tasks after fine-tuning. But is it always true? A new study reached surprising conclusions.