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template.json
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{
"MODEL_ID": {
"execution": {
"package_name": "",
"package_link": "",
"model_name": "",
"extension": "",
"image_size": [],
"dependencies": [],
"generate_method": {
"name": "",
"args": {
"base": [
"model_file",
"num_samples",
"output_path",
"save_images"
],
"custom": {}
}
}
},
"selection": {
"performance": {
"SSIM": null,
"MSE": null,
"NSME": null,
"PSNR": null,
"IS": null,
"FID": null,
"turing_test": "",
"downstream_task": {
"CLF": {
"trained_on_fake": {
"accuracy": null,
"precision": null,
"recall": null,
"f1": null,
"specificity": null,
"AUROC": null,
"AUPRC": null
},
"trained_on_real_and_fake": {},
"trained_on_real": {}
},
"SEG": {
"trained_on_fake": {
"dice": null,
"jaccard": null,
"accuracy": null,
"precision": null,
"recall": null,
"f1": null
},
"trained_on_real_and_fake": {},
"trained_on_real": {}
}
}
},
"use_cases": [],
"organ": [],
"modality": [],
"vendors": [],
"centres": [],
"function": [],
"condition": [],
"dataset": [],
"augmentations": [],
"generates": [],
"height": null,
"width": null,
"depth": null,
"type": "",
"license": "",
"dataset_type": "",
"privacy_preservation": "",
"tags": [],
"year": null
},
"description": {
"title": "",
"provided_date": "",
"trained_date": "",
"provided_after_epoch": null,
"version": "",
"publication": "",
"doi": [],
"inputs": [],
"comment": ""
}
}
}