Commit
·
ab818d6
1
Parent(s):
86c6aac
a lot of new augs
Browse files- configs/augmentations.json +102 -3
- src/__pycache__/control.cpython-37.pyc +0 -0
- src/control.py +11 -2
- src/main.py +3 -2
configs/augmentations.json
CHANGED
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@@ -3,11 +3,76 @@
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"ToSepia": [],
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"ChannelShuffle": [],
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"InvertImg": [],
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"Blur": [{"param_name" : "blur_limit",
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"type" : "int_interval",
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"limits_list" : [3, 100],
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"defaults" : [3, 7]}
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],
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"JpegCompression": [{"param_name" : "quality_lower",
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"type" : "int_interval",
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"limits_list" : [0, 100],
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@@ -64,8 +129,42 @@
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"defaults" : 0.1},
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{"param_name" : "brightness_coeff",
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"type" : "int_interval",
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-
"limits_list" : [0.
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"defaults" : 2.5}
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-
]
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-
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}
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"ToSepia": [],
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"ChannelShuffle": [],
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"InvertImg": [],
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+
"VerticalFlip": [],
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"HorizontalFlip": [],
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"Flip": [],
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"RandomGridShuffle": [
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{"param_name" : "grid",
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"type" : "several_ints",
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"subparam_names": ["y", "x"],
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"limits_list" : [[1, 10],[1, 10]],
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"defaults_list" : [3, 3]}
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],
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"Blur": [{"param_name" : "blur_limit",
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"type" : "int_interval",
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"limits_list" : [3, 100],
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"defaults" : [3, 7]}
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],
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"MotionBlur": [{"param_name" : "blur_limit",
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"type" : "int_interval",
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"limits_list" : [3, 100],
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"defaults" : [3, 7]}
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],
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"MedianBlur": [{"param_name" : "blur_limit",
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"type" : "int_interval",
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"limits_list" : [3, 100],
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"defaults" : [3, 7]}
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],
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"GaussNoise": [{"param_name" : "var_limit",
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"type" : "int_interval",
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"limits_list" : [0.0, 500.0],
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"defaults" : [10.0, 50.0]},
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{"param_name" : "mean",
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"type" : "int_interval",
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"limits_list" : [-100.0, 100.0],
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"defaults" : 0.0}
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],
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"RandomBrightness": [{"param_name" : "limit",
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"type" : "int_interval",
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"limits_list" : [-1.0, 1.0],
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"defaults" : [-0.2, 0.2]}
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],
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"RandomContrast": [{"param_name" : "limit",
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"type" : "int_interval",
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"limits_list" : [-1.0, 1.0],
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"defaults" : [-0.2, 0.2]}
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],
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"HueSaturationValue": [{ "param_name" : "hue_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-100, 100],
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"defaults" : [-20, 20]},
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{ "param_name" : "sat_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-100, 100],
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"defaults" : [-30, 30]},
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{ "param_name" : "val_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-100, 100],
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"defaults" : [-20, 20]}
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],
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"RGBShift": [{ "param_name" : "r_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-255, 255],
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"defaults" : [-20, 20]},
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{ "param_name" : "g_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-255, 255],
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"defaults" : [-20, 20]},
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{ "param_name" : "b_shift_limit",
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"type" : "int_interval",
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"limits_list" : [-255, 255],
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"defaults" : [-20, 20]}
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],
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"JpegCompression": [{"param_name" : "quality_lower",
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"type" : "int_interval",
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"limits_list" : [0, 100],
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"defaults" : 0.1},
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{"param_name" : "brightness_coeff",
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"type" : "int_interval",
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"limits_list" : [0.0, 20.0],
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"defaults" : 2.5}
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],
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"RandomFog": [{"param_name" : "fog_coef_lower",
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"type" : "int_interval",
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"limits_list" : [0.0, 1.0],
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"defaults" : 0.1},
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{"param_name" : "fog_coef_upper",
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"type" : "int_interval",
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"limits_list" : [0.0, 1.0],
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"defaults" : 0.1},
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{"param_name" : "alpha_coef",
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"type" : "int_interval",
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"limits_list" : [0.0, 1.0],
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"defaults" : 0.08}
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],
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"ChannelDropout": [{"param_name" : "channel_drop_range",
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"type" : "int_interval",
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"limits_list" : [1, 3],
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"defaults" : [1, 1]},
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{"param_name" : "fill_value",
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"type" : "int_interval",
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"limits_list" : [0, 255],
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"defaults" : 0}
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],
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"Solarize": [{"param_name" : "threshold",
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"type" : "int_interval",
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"limits_list" : [0, 255],
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"defaults" : 128}
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],
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"Equalize": [
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{"param_name" : "mode",
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"type" : "radio",
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"options_list" : ["cv", "pil"]},
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{"param_name" : "by_channels",
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"type" : "checkbox",
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"defaults": 1}
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]
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}
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src/__pycache__/control.cpython-37.pyc
CHANGED
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Binary files a/src/__pycache__/control.cpython-37.pyc and b/src/__pycache__/control.cpython-37.pyc differ
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src/control.py
CHANGED
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@@ -25,18 +25,27 @@ def select_several_RGB(param_name, **kwargs):
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return tuple(result)
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-
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def select_radio(param_name, options_list, **kwargs):
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st.sidebar.subheader(param_name)
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result = st.sidebar.radio('', options_list)
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return result
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# dict from param name to function showing this param
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param2func = {
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'int_interval': select_int_interval,
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'several_ints': select_several_ints,
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'radio': select_radio,
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'rgb': select_several_RGB
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}
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return tuple(result)
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def select_radio(param_name, options_list, **kwargs):
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st.sidebar.subheader(param_name)
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result = st.sidebar.radio('', options_list)
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if isinstance(options_list[0],str):
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result = '"' + result + '"'
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return result
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def select_checkbox(param_name, defaults, **kwargs):
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st.sidebar.subheader(param_name)
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result = st.sidebar.checkbox("True", defaults)
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return result
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# dict from param name to function showing this param
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param2func = {
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'int_interval': select_int_interval,
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'several_ints': select_several_ints,
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'radio': select_radio,
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'rgb': select_several_RGB,
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'checkbox': select_checkbox
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}
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src/main.py
CHANGED
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@@ -32,7 +32,7 @@ image = load_image(image_name, path_to_images)
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path_to_config = 'configs/augmentations.json'
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with open(path_to_config, 'r') as config_file:
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augmentations = json.load(config_file)
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transform_name = st.sidebar.selectbox('Select a transformation:', list(augmentations.keys()))
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transform_params = augmentations[transform_name]
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@@ -44,9 +44,10 @@ else:
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param['value'] = param2func[param['type']](**param)
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params_string =
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params_string = '(' + params_string + ')'
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st.text('Press R to update')
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exec('transform = A.' + transform_name + params_string)
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st.image([image, transform(image = image)['image']],
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path_to_config = 'configs/augmentations.json'
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with open(path_to_config, 'r') as config_file:
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augmentations = json.load(config_file)
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transform_name = st.sidebar.selectbox('Select a transformation:', sorted(list(augmentations.keys())))
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transform_params = augmentations[transform_name]
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param['value'] = param2func[param['type']](**param)
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params_string = ", ".join([param['param_name'] + '=' + str(param['value']) for param in transform_params] + ['p=1.0'])
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params_string = '(' + params_string + ')'
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st.text(transform_name + params_string)
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st.text('Press R to update')
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exec('transform = A.' + transform_name + params_string)
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st.image([image, transform(image = image)['image']],
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