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Method __init__

datasets/augmentv2.py:155–190  ·  view source on GitHub ↗
(self, p=1,
        xflip=0, yflip=0, rotate_int=0, translate_int=0, translate_int_max=0.125,
        scale=0, rotate_frac=0, aniso=0, translate_frac=0, scale_std=0.2, rotate_frac_max=1, aniso_std=0.2, aniso_rotate_prob=0.5, translate_frac_std=0.125,
        brightness=0, contrast=0, lumaflip=0, hue=0, saturation=0, brightness_std=0.2, contrast_std=0.5, hue_max=1, saturation_std=1)

Source from the content-addressed store, hash-verified

153
154 # Original constructor signature is kept intact.
155 def __init__(self, p=1,
156 xflip=0, yflip=0, rotate_int=0, translate_int=0, translate_int_max=0.125,
157 scale=0, rotate_frac=0, aniso=0, translate_frac=0, scale_std=0.2, rotate_frac_max=1, aniso_std=0.2, aniso_rotate_prob=0.5, translate_frac_std=0.125,
158 brightness=0, contrast=0, lumaflip=0, hue=0, saturation=0, brightness_std=0.2, contrast_std=0.5, hue_max=1, saturation_std=1):
159
160 super().__init__()
161 self.p = float(p) # Overall multiplier.
162
163 # Pixel blitting.
164 self.xflip = float(xflip)
165 self.yflip = float(yflip)
166 self.rotate_int = float(rotate_int)
167 self.translate_int = float(translate_int)
168 self.translate_int_max = float(translate_int_max)
169
170 # Geometric transformations.
171 self.scale = float(scale)
172 self.rotate_frac = float(rotate_frac)
173 self.aniso = float(aniso)
174 self.translate_frac = float(translate_frac)
175 self.scale_std = float(scale_std)
176 self.rotate_frac_max = float(rotate_frac_max)
177 self.aniso_std = float(aniso_std)
178 self.aniso_rotate_prob = float(aniso_rotate_prob)
179 self.translate_frac_std = float(translate_frac_std)
180
181 # Color transformations.
182 self.brightness = float(brightness)
183 self.contrast = float(contrast)
184 self.lumaflip = float(lumaflip)
185 self.hue = float(hue)
186 self.saturation = float(saturation)
187 self.brightness_std = float(brightness_std)
188 self.contrast_std = float(contrast_std)
189 self.hue_max = float(hue_max)
190 self.saturation_std = float(saturation_std)
191
192 # ---------------------------------------------------------------------
193 # Forward pass with optional deterministic parameters.

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