Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
deep-learning
pytorch
medical-imaging
imagenet
chest-xray-images
transfer-learning
large-scale-learning
supercomputing
distributed-training
fine-tuning
few-shot-learning
pre-training
pre-trained-model
mimic-cxr
chest-x-ray14
padchest-dataset
covidx-dataset
big-transfer
chexpert-dataset
scaling-laws
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Updated
May 29, 2022 - Jupyter Notebook