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/Classifier/Model/config.json
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| a | b/Classifier/Model/config.json | ||
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| 1 | { |
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| 2 | "classifier": { |
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| 3 | "api": { |
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| 4 | "server": "", |
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| 5 | "port": 1234 |
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| 6 | }, |
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| 7 | "core": [ |
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| 8 | "Train", |
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| 9 | "Server", |
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| 10 | "Client", |
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| 11 | "Classify" |
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| 12 | ], |
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| 13 | "data": { |
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| 14 | "dim": 100, |
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| 15 | "file_type": ".jpg", |
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| 16 | "labels": [0, 1], |
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| 17 | "rotations": 10, |
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| 18 | "seed": 2, |
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| 19 | "split": 0.3, |
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| 20 | "valid": "C:/Peter Moss AML Leukemia Research/Dataset/valid", |
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| 21 | "test_data": [ |
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| 22 | "im006_1.jpg", |
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| 23 | "im020_1.jpg", |
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| 24 | "im024_1.jpg", |
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| 25 | "im026_1.jpg", |
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| 26 | "im028_1.jpg", |
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| 27 | "im031_1.jpg", |
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| 28 | "im035_0.jpg", |
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| 29 | "im041_0.jpg", |
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| 30 | "im047_0.jpg", |
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| 31 | "im053_1.jpg", |
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| 32 | "im057_1.jpg", |
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| 33 | "im060_1.jpg", |
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| 34 | "im063_1.jpg", |
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| 35 | "im069_0.jpg", |
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| 36 | "im074_0.jpg", |
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| 37 | "im088_0.jpg", |
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| 38 | "im095_0.jpg", |
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| 39 | "im099_0.jpg", |
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| 40 | "im101_0.jpg", |
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| 41 | "im106_0.jpg" |
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| 42 | ], |
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| 43 | "train": "C:/Peter Moss AML Leukemia Research/Dataset/train", |
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| 44 | "valid_types": [ |
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| 45 | ".JPG", |
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| 46 | ".JPEG", |
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| 47 | ".PNG", |
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| 48 | ".GIF", |
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| 49 | ".jpg", |
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| 50 | ".jpeg", |
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| 51 | ".png", |
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| 52 | ".gif" |
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| 53 | ] |
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| 54 | }, |
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| 55 | "model_params": { |
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| 56 | "hidden_units": 500, |
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| 57 | "input_features": 2048, |
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| 58 | "output_units": 2, |
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| 59 | "gamma": 0.1, |
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| 60 | "weights": "Model/leukemia_model.pth", |
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| 61 | "plot_loss": "Model/Plots/loss.png", |
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| 62 | "plot_auc": "Model/Plots/auc.png", |
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| 63 | "plot_loss_and_acc": "Model/Plots/loss_acc.png", |
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| 64 | "confusion_matrix": "Model/Plots/confusion_matrix.png" |
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| 65 | }, |
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| 66 | "cnn_model": { |
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| 67 | |||
| 68 | }, |
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| 69 | "train": { |
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| 70 | "batch": 10, |
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| 71 | "decay_adam": 1e-5, |
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| 72 | "epochs": 100, |
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| 73 | "learning_rate_adam": 0.0001 |
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| 74 | } |
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| 75 | } |
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| 76 | } |