configuration.json

{
    "problems": {
        "classification": {
            "folders": {
                "folders": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"]
                    }
                },
                "hdf5": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "width": ["int","Width of the images that will be stored"],
                        "height": ["int","Height of the images that will be stored"]
                    },
                    "power": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "width": ["int","Width of the images that will be stored"],
                        "height": ["int","Height of the images that will be stored"]
                    }
                },
                "keras": {
                    "linear": {
                        "batchSize": ["int","Batch size that will be generated"],
                        "width": ["int","Width of the images that will be used"],
                        "height": ["int","Height of the images that will be used"]
                    }
                }
            }
        },
        "localization": {
            "pascalvoc": {
                "pascalvoc": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"]
                    }
                },
                "hdf5": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "width": ["int","Width of the images that will be stored"],
                        "height": ["int","Height of the images that will be stored"]
                    }
                }

            }
        },
        "detection": {
            "pascalvoc": {
                "pascalvoc": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"]
                    }
                }

            }
        },
        "instance_segmentation": {
            "coco": {
                "coco": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"]
                    }
                }

            }
        },
        "stackclassification": {
            "videofolders": {
                "videofolders": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"]
                    }
                }

            }
        },
        "semantic_segmentation": {
            "folders": {
                "folders": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "labelsExtension": ["string", "Extension used to store the image labels (.tiff, .jpg, ...)"]
                    }
                },
                "hdf5": {
                    "linear": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "width": ["int","Width of the images that will be stored"],
                        "height": ["int","Height of the images that will be stored"],
                        "labelsExtension": ["string", "Extension used to store the image labels (.tiff, .jpg, ...)"]
                    },
                    "power": {
                        "outputPath": ["path","Path where the images will be stored"],
                        "width": ["int","Width of the images that will be stored"],
                        "height": ["int","Height of the images that will be stored"],
                        "labelsExtension": ["string", "Extension used to store the image labels (.tiff, .jpg, ...)"]
                    }
                },
                "keras": {
                    "linear": {
                        "batchSize": ["int","Batch size that will be generated"],
                        "labelsExtension": ["string", "Extension used to store the image labels (.tiff, .jpg, ...)"],
                        "width": ["int","Width of the images that will be used"],
                        "height": ["int","Height of the images that will be used"]
                    }
                }
            }
        }
    },
    "techniques" :{
        "average_blurring" : { "kernel" : ["int", "Kernel size for average blurring (either 3, 5, 7, 9 or 11)","3"]},
        "bilateral_blurring" : {
            "diameter" : ["int", "Diameter size for bilateral blurring","11"],
            "sigmaColor" : ["int", "sigmaColor for bilateral blurring","21"],
            "sigmaSpace" : ["int", "sigmaSpace for bilateral blurring","7"]
        },
        "blurring" : { "ksize" : ["int", "Kernel size for blurring (either 3, 5, 7, 9 or 11)","3"]},
        "change_to_hsv" : {},
        "change_to_lab" : {},
        "crop" : {
            "percentage" : ["int", "Percentage to keep during cropping (value between 0 and 1)","0.9"],
            "startFrom" : ["option", "Position to start the cropping", ["TOPLEFT", "TOPRIGHT", "BOTTOMLEFT", "BOTTOMRIGHT", "CENTER"],"TOPLEFT"]
        },
        "dropout" : {"percentage" : ["int", "Percentage of pixels to drop (value between 0 and 1)","0.05"]},
        "elastic" : {
            "alpha" : ["int", "Alpha value for elastic deformation","5"],
            "sigma" : ["int", "Sigma value for elastic deformation","0.05"]
        },
        "equalize_histogram" : {},
        "flip" : {"flip" : ["int", "Flip value: 1 for vertical flip, 0 for horizontal flip, -1 for both","1"]},
        "gamma" : {"gamma" : ["int", "Gamma value (should be between 0 and 2.5)","1.5"]},
        "gaussian_blur": { "kernel" : ["int", "Kernel size for Gaussian blurring (either 3, 5, 7, 9 or 11)","3"]},
        "gaussian_noise": {
            "mean" : ["int", "Mean value for Gaussian noise","0"],
            "sigma" : ["int", "Sigma value for Gaussian noise","10"]
        },
        "invert" : {},
        "median_blur": { "kernel" : ["int", "Kernel size for median blurring (either 3, 5, 7, 9 or 11)","3"]},
        "none":  {},
        "raise_blue":  { "power" : ["int", "Power for raising blue channel (value between 0.25 and 4)","0.9"]},
        "raise_green": { "power" : ["int", "Power for raising green channel (value between 0.25 and 4)","0.9"]},
        "raise_hue": { "power" : ["int", "Power for raising hue (value between 0.25 and 4)","0.9"]},
        "raise_red": { "power" : ["int", "Power for raising red channel (value between 0.25 and 4)","0.9"]},
        "raise_saturation": { "power" : ["int", "Power for raising saturation (value between 0.25 and 4)","0.9"]},
        "raise_value": { "power" : ["int", "Power for raising value channel (value between 0.25 and 4)","0.9"]},
        "resize": {
            "percentage" : ["int", "Percentage for resizing", "1.5"],
            "method" : ["option", "Method for resizing", ["INTER_NEAREST", "INTER_LINEAR", "INTER_AREA", "INTER_CUBIC", "INTER_LANCZOS4"],"INTER_AREA"]
        },
        "rotate": { "angle" : ["int", "Angle for rotation (value between 0 and 360)","22"]},
        "salt_and_pepper":{
            "low" : ["int", "Low value for salt and pepper","0"],
            "up" : ["int", "Up value for salt and pepper","25"]
        },
        "sharpen": {},
        "shift_channel": { "shift" : ["int", "Shifts input image channels in the range given","0.2"]},

        "shearing": { "a" : ["int", "Value for shearing","0.5"]},
        "translation": {
            "x" : ["int", "X translation", "10"],
            "y" : ["int", "Y translation", "10"]
        }
    }
}