scale_max=1.1,
target_dist=0.6,
interp=cv2.INTER_CUBIC),
RotateAug(rotate_max_deg=40,
interp=cv2.INTER_CUBIC,
border=cv2.BORDER_CONSTANT,
border_value=(128, 128, 128),
mask_border_val=1),
CropAug(368,
368,
center_perterb_max=40,
border_value=(128, 128, 128),
mask_border_val=1),
# Todo: what does num_parts do?
FlipAug(num_parts=18, prob=0.5),
]
def read_img(components):
"""
Loads image from meta.img_path. Assigns the image to
the field img of the same meta instance.
:param components: components
:return: updated components
"""
meta = components[0]
img_buf = open(meta.img_path, 'rb').read()
if not img_buf:
target_dist=0.15,
interp=cv2.INTER_CUBIC),
RotateAug(rotate_max_deg=360,
interp=cv2.INTER_CUBIC,
border=cv2.BORDER_CONSTANT,
border_value=(128, 128, 128),
mask_border_val=1),
CropAug(
320,
320,
180,
180,
center_perterb_max=0,
border_value=(128, 128, 128), #40
mask_border_val=1),
FlipAug(num_parts=KEY_POINT_NUM - 1, prob=0.5),
]
def read_img(components):
"""
Loads image from meta.img_path. Assigns the image to
the field img of the same meta instance.
:param components: components
:return: updated components
"""
meta = components[0]
img_buf = open(meta.img_path, 'rb').read()
if not img_buf: