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| 1 | { |
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| 2 | "MODEL_ID": { |
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| 3 | "execution": { |
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| 4 | "package_name": "", |
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| 5 | "package_link": "", |
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| 6 | "model_name": "", |
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| 7 | "extension": "", |
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| 8 | "image_size": [], |
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| 9 | "dependencies": [], |
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| 10 | "generate_method": { |
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| 11 | "name": "", |
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| 12 | "args": { |
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| 13 | "base": [ |
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| 14 | "model_file", |
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| 15 | "num_samples", |
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| 16 | "output_path", |
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| 17 | "save_images" |
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| 18 | ], |
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| 19 | "custom": {} |
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| 20 | } |
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| 21 | } |
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| 22 | }, |
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| 23 | "selection": { |
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| 24 | "performance": { |
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| 25 | "SSIM": null, |
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| 26 | "MSE": null, |
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| 27 | "NSME": null, |
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| 28 | "PSNR": null, |
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| 29 | "IS": null, |
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| 30 | "FID": null, |
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| 31 | "turing_test": "", |
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| 32 | "downstream_task": { |
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| 33 | "CLF": { |
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| 34 | "trained_on_fake": { |
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| 35 | "accuracy": null, |
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| 36 | "precision": null, |
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| 37 | "recall": null, |
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| 38 | "f1": null, |
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| 39 | "specificity": null, |
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| 40 | "AUROC": null, |
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| 41 | "AUPRC": null |
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| 42 | }, |
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| 43 | "trained_on_real_and_fake": {}, |
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| 44 | "trained_on_real": {} |
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| 45 | }, |
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| 46 | "SEG": { |
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| 47 | "trained_on_fake": { |
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| 48 | "dice": null, |
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| 49 | "jaccard": null, |
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| 50 | "accuracy": null, |
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| 51 | "precision": null, |
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| 52 | "recall": null, |
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| 53 | "f1": null |
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| 54 | }, |
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| 55 | "trained_on_real_and_fake": {}, |
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| 56 | "trained_on_real": {} |
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| 57 | } |
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| 58 | } |
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| 59 | }, |
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| 60 | "use_cases": [], |
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| 61 | "organ": [], |
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| 62 | "modality": [], |
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| 63 | "vendors": [], |
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| 64 | "centres": [], |
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| 65 | "function": [], |
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| 66 | "condition": [], |
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| 67 | "dataset": [], |
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| 68 | "augmentations": [], |
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| 69 | "generates": [], |
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| 70 | "height": null, |
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| 71 | "width": null, |
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| 72 | "depth": null, |
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| 73 | "type": "", |
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| 74 | "license": "", |
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| 75 | "dataset_type": "", |
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| 76 | "privacy_preservation": "", |
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| 77 | "tags": [], |
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| 78 | "year": null |
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| 79 | }, |
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| 80 | "description": { |
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| 81 | "title": "", |
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| 82 | "provided_date": "", |
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| 83 | "trained_date": "", |
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| 84 | "provided_after_epoch": null, |
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| 85 | "version": "", |
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| 86 | "publication": "", |
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| 87 | "doi": [], |
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| 88 | "inputs": [], |
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| 89 | "comment": "" |
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| 90 | } |
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| 91 | } |
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| 92 | } |