├── amazon_demos ├── dist.jpg ├── dist2.png └── gap.jpg ├── cdiscount ├── 284.png ├── 517.png ├── 602.png ├── inception_resnet_v2.py └── resnet.py ├── gandogs ├── BigGAN.py ├── BigGANdeep.py ├── LICENSE ├── README.md ├── TFHub │ ├── README.md │ ├── biggan_v1.py │ └── converter.py ├── animal_hash.py ├── calculate_inception_moments.py ├── datasets.py ├── dog_preprocess.py ├── inception_tf13.py ├── inception_utils.py ├── layers.py ├── losses.py ├── make_hdf5.py ├── sample.py ├── samples │ └── samples_mode8.jpg ├── sync_batchnorm │ ├── __init__.py │ ├── batchnorm.py │ ├── batchnorm_reimpl.py │ ├── comm.py │ ├── replicate.py │ └── unittest.py ├── train.py ├── train_fns.py └── utils.py ├── hpa2021 └── figures │ ├── Aug_spindle.png │ ├── Border_cell.png │ ├── CompareModels.png │ ├── Complex.png │ ├── FCAN_inference.png │ ├── FCAN_train.png │ ├── Label15_compare.png │ ├── Label1_compare.png │ ├── Label2_compare.png │ └── Simple.png ├── protein └── images │ ├── 001_pipeline.png │ ├── 002_Sample with single Label.jpg │ ├── 003_Sampe with multi labels.jpg │ ├── 004_Rare Label_Lipid droplets.jpg │ ├── 005_Rare Label_Rods & rings.jpg │ ├── 006_Missed a label.jpg │ ├── 007_incorrectly add a label.jpg │ └── 008_scores.png ├── sartorius2021 ├── cellpose_arch.png ├── pipeline.png └── results.png ├── sealions ├── 3190.png ├── 361-580.png ├── 48-mask-outline.png ├── 6983-mask-outline.png └── star-demo.png └── siim_acr ├── readme.txt ├── requirements.txt ├── slides ├── data_strategy.png ├── lung_seg.png ├── pipeline.png └── seresnext.png └── src ├── config ├── config.py └── en_config.py ├── data_process ├── __init__.py ├── s10_create_cropv3_split.py ├── s11_generate_chexpert_pseudo_label.py ├── s12_create_chexpert_cropv3.py ├── s13_create_chexpert_cropv3_split.py ├── s1_dicom2image.py ├── s2_merge_multmask_rle.py ├── s3_create_split_stage1.py ├── s4_create_split_stage2.py ├── s5_process_chexpert_dataset.py ├── s6_create_chexpert_split.py ├── s7_create_lung_montgomery.py ├── 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