| { | |
| "Blur": [ | |
| { | |
| "defaults": [ | |
| 3, | |
| 7 | |
| ], | |
| "limits_list": [ | |
| 3, | |
| 100 | |
| ], | |
| "param_name": "blur_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "CLAHE": [ | |
| { | |
| "defaults": [ | |
| 1, | |
| 4 | |
| ], | |
| "limits_list": [ | |
| 1, | |
| 100 | |
| ], | |
| "param_name": "clip_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults_list": [ | |
| 8, | |
| 8 | |
| ], | |
| "limits_list": [ | |
| [ | |
| 1, | |
| 100 | |
| ], | |
| [ | |
| 1, | |
| 100 | |
| ] | |
| ], | |
| "param_name": "tile_grid_size", | |
| "subparam_names": [ | |
| "height", | |
| "width" | |
| ], | |
| "type": "several_nums" | |
| } | |
| ], | |
| "CenterCrop": [ | |
| { | |
| "param_name": "height", | |
| "placeholder": { | |
| "defaults": "image_half_height", | |
| "limits_list": [ | |
| 1, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "width", | |
| "placeholder": { | |
| "defaults": "image_half_width", | |
| "limits_list": [ | |
| 1, | |
| "image_width" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| } | |
| ], | |
| "ChannelDropout": [ | |
| { | |
| "defaults": [ | |
| 1, | |
| 1 | |
| ], | |
| "limits_list": [ | |
| 1, | |
| 3 | |
| ], | |
| "param_name": "channel_drop_range", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 0, | |
| "limits_list": [ | |
| 0, | |
| 255 | |
| ], | |
| "param_name": "fill_value", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "ChannelShuffle": [], | |
| "Crop": [ | |
| { | |
| "min_diff": 1, | |
| "param_name": [ | |
| "x_min", | |
| "x_max" | |
| ], | |
| "placeholder": { | |
| "defaults_list": [ | |
| 0, | |
| "image_half_width" | |
| ], | |
| "limits_list": [ | |
| 0, | |
| "image_width" | |
| ] | |
| }, | |
| "type": "min_max" | |
| }, | |
| { | |
| "min_diff": 1, | |
| "param_name": [ | |
| "y_min", | |
| "y_max" | |
| ], | |
| "placeholder": { | |
| "defaults_list": [ | |
| 0, | |
| "image_half_height" | |
| ], | |
| "limits_list": [ | |
| 0, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "min_max" | |
| } | |
| ], | |
| "Cutout": [ | |
| { | |
| "defaults": 8, | |
| "limits_list": [ | |
| 1, | |
| 100 | |
| ], | |
| "param_name": "num_holes", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 8, | |
| "limits_list": [ | |
| 1, | |
| 100 | |
| ], | |
| "param_name": "max_h_size", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 8, | |
| "limits_list": [ | |
| 1, | |
| 100 | |
| ], | |
| "param_name": "max_w_size", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "fill_value", | |
| "type": "rgb" | |
| } | |
| ], | |
| "Downscale": [ | |
| { | |
| "defaults_list": [ | |
| 0.25, | |
| 0.25 | |
| ], | |
| "limits_list": [ | |
| 0, | |
| 1.0 | |
| ], | |
| "param_name": [ | |
| "scale_min", | |
| "scale_max" | |
| ], | |
| "type": "min_max" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "ElasticTransform": [ | |
| { | |
| "defaults": 1.0, | |
| "limits_list": [ | |
| 0.0, | |
| 10.0 | |
| ], | |
| "param_name": "alpha", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 50.0, | |
| "limits_list": [ | |
| 0.0, | |
| 200.0 | |
| ], | |
| "param_name": "sigma", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 50.0, | |
| "limits_list": [ | |
| 0.0, | |
| 200.0 | |
| ], | |
| "param_name": "alpha_affine", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "border_mode", | |
| "type": "radio" | |
| }, | |
| { | |
| "param_name": "value", | |
| "type": "rgb" | |
| } | |
| ], | |
| "Equalize": [ | |
| { | |
| "options_list": [ | |
| "cv", | |
| "pil" | |
| ], | |
| "param_name": "mode", | |
| "type": "radio" | |
| }, | |
| { | |
| "defaults": 1, | |
| "param_name": "by_channels", | |
| "type": "checkbox" | |
| } | |
| ], | |
| "Flip": [], | |
| "GaussNoise": [ | |
| { | |
| "defaults": [ | |
| 10.0, | |
| 50.0 | |
| ], | |
| "limits_list": [ | |
| 0.0, | |
| 500.0 | |
| ], | |
| "param_name": "var_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 0.0, | |
| "limits_list": [ | |
| -100.0, | |
| 100.0 | |
| ], | |
| "param_name": "mean", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "GridDistortion": [ | |
| { | |
| "defaults": 5, | |
| "limits_list": [ | |
| 0, | |
| 15 | |
| ], | |
| "param_name": "shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -2.0, | |
| 2.0 | |
| ], | |
| "limits_list": [ | |
| -0.3, | |
| 0.3 | |
| ], | |
| "param_name": "distort_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "border_mode", | |
| "type": "radio" | |
| }, | |
| { | |
| "param_name": "value", | |
| "type": "rgb" | |
| } | |
| ], | |
| "HorizontalFlip": [], | |
| "HueSaturationValue": [ | |
| { | |
| "defaults": [ | |
| -20, | |
| 20 | |
| ], | |
| "limits_list": [ | |
| -100, | |
| 100 | |
| ], | |
| "param_name": "hue_shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -30, | |
| 30 | |
| ], | |
| "limits_list": [ | |
| -100, | |
| 100 | |
| ], | |
| "param_name": "sat_shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -20, | |
| 20 | |
| ], | |
| "limits_list": [ | |
| -100, | |
| 100 | |
| ], | |
| "param_name": "val_shift_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "ISONoise": [ | |
| { | |
| "defaults": [ | |
| 0.01, | |
| 0.05 | |
| ], | |
| "limits_list": [ | |
| 0.0, | |
| 1.0 | |
| ], | |
| "param_name": "color_shift", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| 0.1, | |
| 0.5 | |
| ], | |
| "limits_list": [ | |
| 0.0, | |
| 2.0 | |
| ], | |
| "param_name": "intensity", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "ImageCompression": [ | |
| { | |
| "options_list": [ | |
| 0, | |
| 1 | |
| ], | |
| "param_name": "compression_type", | |
| "type": "radio" | |
| }, | |
| { | |
| "defaults_list": [ | |
| 80, | |
| 100 | |
| ], | |
| "limits_list": [ | |
| 0, | |
| 100 | |
| ], | |
| "param_name": [ | |
| "quality_lower", | |
| "quality_upper" | |
| ], | |
| "type": "min_max" | |
| } | |
| ], | |
| "InvertImg": [], | |
| "JpegCompression": [ | |
| { | |
| "defaults_list": [ | |
| 80, | |
| 100 | |
| ], | |
| "limits_list": [ | |
| 0, | |
| 100 | |
| ], | |
| "param_name": [ | |
| "quality_lower", | |
| "quality_upper" | |
| ], | |
| "type": "min_max" | |
| } | |
| ], | |
| "LongestMaxSize": [ | |
| { | |
| "defaults": 512, | |
| "limits_list": [ | |
| 1, | |
| 1024 | |
| ], | |
| "param_name": "max_size", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "MedianBlur": [ | |
| { | |
| "defaults": [ | |
| 3, | |
| 7 | |
| ], | |
| "limits_list": [ | |
| 3, | |
| 100 | |
| ], | |
| "param_name": "blur_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "MotionBlur": [ | |
| { | |
| "defaults": [ | |
| 3, | |
| 7 | |
| ], | |
| "limits_list": [ | |
| 3, | |
| 100 | |
| ], | |
| "param_name": "blur_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "MultiplicativeNoise": [ | |
| { | |
| "defaults": [ | |
| 0.1, | |
| 5.0 | |
| ], | |
| "limits_list": [ | |
| 0.9, | |
| 1.1 | |
| ], | |
| "param_name": "multiplier", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 1, | |
| "param_name": "per_channel", | |
| "type": "checkbox" | |
| }, | |
| { | |
| "defaults": 1, | |
| "param_name": "elementwise", | |
| "type": "checkbox" | |
| } | |
| ], | |
| "Posterize": [ | |
| { | |
| "defaults_list": [ | |
| 4, | |
| 4, | |
| 4 | |
| ], | |
| "limits_list": [ | |
| [ | |
| 0, | |
| 8 | |
| ], | |
| [ | |
| 0, | |
| 8 | |
| ], | |
| [ | |
| 0, | |
| 8 | |
| ] | |
| ], | |
| "param_name": "num_bits", | |
| "subparam_names": [ | |
| "r", | |
| "g", | |
| "b" | |
| ], | |
| "type": "several_nums" | |
| } | |
| ], | |
| "RGBShift": [ | |
| { | |
| "defaults": [ | |
| -20, | |
| 20 | |
| ], | |
| "limits_list": [ | |
| -255, | |
| 255 | |
| ], | |
| "param_name": "r_shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -20, | |
| 20 | |
| ], | |
| "limits_list": [ | |
| -255, | |
| 255 | |
| ], | |
| "param_name": "g_shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -20, | |
| 20 | |
| ], | |
| "limits_list": [ | |
| -255, | |
| 255 | |
| ], | |
| "param_name": "b_shift_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "RandomBrightness": [ | |
| { | |
| "defaults": [ | |
| -0.2, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "param_name": "limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "RandomBrightnessContrast": [ | |
| { | |
| "defaults": [ | |
| -0.2, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "param_name": "brightness_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -0.2, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "param_name": "contrast_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 1, | |
| "param_name": "brightness_by_max", | |
| "type": "checkbox" | |
| } | |
| ], | |
| "RandomContrast": [ | |
| { | |
| "defaults": [ | |
| -0.2, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "param_name": "limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "RandomFog": [ | |
| { | |
| "defaults_list": [ | |
| 0.1, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| 0.0, | |
| 1.0 | |
| ], | |
| "param_name": [ | |
| "fog_coef_lower", | |
| "fog_coef_upper" | |
| ], | |
| "type": "min_max" | |
| }, | |
| { | |
| "defaults": 0.08, | |
| "limits_list": [ | |
| 0.0, | |
| 1.0 | |
| ], | |
| "param_name": "alpha_coef", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "RandomGamma": [ | |
| { | |
| "defaults": [ | |
| 80, | |
| 120 | |
| ], | |
| "limits_list": [ | |
| 0, | |
| 200 | |
| ], | |
| "param_name": "gamma_limit", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "RandomGridShuffle": [ | |
| { | |
| "defaults_list": [ | |
| 3, | |
| 3 | |
| ], | |
| "limits_list": [ | |
| [ | |
| 1, | |
| 10 | |
| ], | |
| [ | |
| 1, | |
| 10 | |
| ] | |
| ], | |
| "param_name": "grid", | |
| "subparam_names": [ | |
| "height", | |
| "width" | |
| ], | |
| "type": "several_nums" | |
| } | |
| ], | |
| "RandomRain": [ | |
| { | |
| "defaults_list": [ | |
| -10, | |
| 10 | |
| ], | |
| "limits_list": [ | |
| -20, | |
| 20 | |
| ], | |
| "param_name": [ | |
| "slant_lower", | |
| "slant_upper" | |
| ], | |
| "type": "min_max" | |
| }, | |
| { | |
| "defaults": 20, | |
| "limits_list": [ | |
| 0, | |
| 100 | |
| ], | |
| "param_name": "drop_length", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 1, | |
| "limits_list": [ | |
| 1, | |
| 5 | |
| ], | |
| "param_name": "drop_width", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "drop_color", | |
| "type": "rgb" | |
| }, | |
| { | |
| "defaults": 7, | |
| "limits_list": [ | |
| 1, | |
| 15 | |
| ], | |
| "param_name": "blur_value", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 0.7, | |
| "limits_list": [ | |
| 0.0, | |
| 1.0 | |
| ], | |
| "param_name": "brightness_coefficient", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| "None", | |
| "drizzle", | |
| "heavy", | |
| "torrestial" | |
| ], | |
| "param_name": "rain_type", | |
| "type": "radio" | |
| } | |
| ], | |
| "RandomResizedCrop": [ | |
| { | |
| "param_name": "height", | |
| "placeholder": { | |
| "defaults": "image_height", | |
| "limits_list": [ | |
| 1, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "width", | |
| "placeholder": { | |
| "defaults": "image_width", | |
| "limits_list": [ | |
| 1, | |
| "image_width" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| 0.08, | |
| 1.0 | |
| ], | |
| "limits_list": [ | |
| 0.01, | |
| 1.0 | |
| ], | |
| "param_name": "scale", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| 0.75, | |
| 1.3333333333333333 | |
| ], | |
| "limits_list": [ | |
| 0.1, | |
| 10.0 | |
| ], | |
| "param_name": "ratio", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "RandomRotate90": [], | |
| "RandomScale": [ | |
| { | |
| "defaults": [ | |
| -0.1, | |
| 0.1 | |
| ], | |
| "limits_list": [ | |
| -0.9, | |
| 2.0 | |
| ], | |
| "param_name": "scale_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "RandomSizedCrop": [ | |
| { | |
| "param_name": "min_max_height", | |
| "placeholder": { | |
| "defaults": "image_half_height", | |
| "limits_list": [ | |
| 1, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "height", | |
| "placeholder": { | |
| "defaults": "image_height", | |
| "limits_list": [ | |
| 1, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "width", | |
| "placeholder": { | |
| "defaults": "image_width", | |
| "limits_list": [ | |
| 1, | |
| "image_width" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": 1.0, | |
| "limits_list": [ | |
| 0.1, | |
| 10.0 | |
| ], | |
| "param_name": "w2h_ratio", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "RandomSnow": [ | |
| { | |
| "defaults_list": [ | |
| 0.1, | |
| 0.2 | |
| ], | |
| "limits_list": [ | |
| 0.0, | |
| 1.0 | |
| ], | |
| "param_name": [ | |
| "snow_point_lower", | |
| "snow_point_upper" | |
| ], | |
| "type": "min_max" | |
| }, | |
| { | |
| "defaults": 2.5, | |
| "limits_list": [ | |
| 0.0, | |
| 5.0 | |
| ], | |
| "param_name": "brightness_coeff", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "Resize": [ | |
| { | |
| "param_name": "height", | |
| "placeholder": { | |
| "defaults": "image_half_height", | |
| "limits_list": [ | |
| 1, | |
| "image_height" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "param_name": "width", | |
| "placeholder": { | |
| "defaults": "image_half_width", | |
| "limits_list": [ | |
| 1, | |
| "image_width" | |
| ] | |
| }, | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "Rotate": [ | |
| { | |
| "defaults": [ | |
| -90, | |
| 90 | |
| ], | |
| "limits_list": [ | |
| -360, | |
| 360 | |
| ], | |
| "param_name": "limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "border_mode", | |
| "type": "radio" | |
| }, | |
| { | |
| "param_name": "value", | |
| "type": "rgb" | |
| } | |
| ], | |
| "ShiftScaleRotate": [ | |
| { | |
| "defaults": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "limits_list": [ | |
| -0.06, | |
| 0.06 | |
| ], | |
| "param_name": "shift_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -2.0, | |
| 2.0 | |
| ], | |
| "limits_list": [ | |
| -0.1, | |
| 0.1 | |
| ], | |
| "param_name": "scale_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "defaults": [ | |
| -90, | |
| 90 | |
| ], | |
| "limits_list": [ | |
| -360, | |
| 360 | |
| ], | |
| "param_name": "rotate_limit", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "border_mode", | |
| "type": "radio" | |
| }, | |
| { | |
| "param_name": "value", | |
| "type": "rgb" | |
| } | |
| ], | |
| "SmallestMaxSize": [ | |
| { | |
| "defaults": 512, | |
| "limits_list": [ | |
| 1, | |
| 1024 | |
| ], | |
| "param_name": "max_size", | |
| "type": "num_interval" | |
| }, | |
| { | |
| "options_list": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "param_name": "interpolation", | |
| "type": "radio" | |
| } | |
| ], | |
| "Solarize": [ | |
| { | |
| "defaults": 128, | |
| "limits_list": [ | |
| 0, | |
| 255 | |
| ], | |
| "param_name": "threshold", | |
| "type": "num_interval" | |
| } | |
| ], | |
| "ToGray": [], | |
| "ToSepia": [], | |
| "Transpose": [], | |
| "VerticalFlip": [] | |
| } | |