MedPipe3D.jl/test_config.json at master · JuliaHealth/MedPipe3D.jl · GitHub

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{
    "augmentation": {
        "order": [
            "Brightness transform",
            "Contrast augmentation transform",
            "Gamma transform",
            "Gaussian noise transform",
            "Rician noise transform",
            "Mirror transform",
            "Scale transform",
            "Gaussian blur transform",
            "Simulate low-resolution transform",
            "Elastic deformation transform"
        ],
        "p_rand": 1.0,
        "augmentations": {
            "Brightness transform": {
                "value": 0.1,
                "mode": "additive"
            },
            "Contrast augmentation transform": {
                "factor": 1.2
            },
            "Gamma transform": {
                "gamma": 0.8
            },
            "Gaussian noise transform": {
                "variance": 0.05
            },
            "Rician noise transform": {
                "variance": 0.05
            },
            "Mirror transform": {
                "axes": "(1, 2)"
            },
            "Scale transform": {
                "scale_factor": 0.9,
                "interpolator_enum": "Linear_en"
            },
            "Gaussian blur transform": {
                "sigma": 1.0,
                "shape": "3D",
                "kernel_size": 3,
                "processing_unit": "CPU"
            },
            "Simulate low-resolution transform": {
                "blur_sigma": 0.5,
                "kernel_size": 3,
                "downsample_scale": 0.5
            },
            "Elastic deformation transform": {
                "strength": 0.1,
                "interpolator_enum": "Linear_en"
            }
        }
    }
}