MODEL_BASE_PATH = "models" MODELS = { "densenet121": { "experiment_name": "05-change-classifier-head", "folder": "densenet121_imagenet_1k_adamw_32_bce_aug_class/model.pth.tar", "ckpt_path": f"{MODEL_BASE_PATH}/densenet121-in1k.pth.tar" }, "swin_in22k": { "experiment_name": "06-transformers-pre-trained", "ckpt_path": f"{MODEL_BASE_PATH}/swin-in22k.pth.tar" }, "vit_in1k": { "experiment_name": "06-transformers-pre-trained", "ckpt_path": f"{MODEL_BASE_PATH}/vit-in1k.pth.tar" }, "swin_simim": { "experiment_name": "07-transformer-ssl", "ckpt_path": f"{MODEL_BASE_PATH}/swin-simmim.pth.tar" }, } LABELS = [ "Atelectasis", "Cardiomegaly", "Consolidation", "Edema", "Effusion", "Emphysema", "Fibrosis", "Hernia", "Infiltration", "Mass", "Nodule", "Pleural Thickening", "Pneumonia", "Pneumothorax" ]