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removing default yaw_value from DFLIMG files,

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added better pitch/yaw estimator from 68 landmarks,
improving face yaw accuracy for sorting and trainers,
added sort by face-pitch
This commit is contained in:
iperov 2019-02-12 21:31:37 +04:00
parent 535041f7bb
commit 06fe1314d8
13 changed files with 182 additions and 37 deletions
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6
samples/Sample.py
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@ -16,23 +16,25 @@ class SampleType(IntEnum):
QTY = 5
class Sample(object):
def __init__(self, sample_type=None, filename=None, face_type=None, shape=None, landmarks=None, yaw=None, mirror=None, close_target_list=None):
def __init__(self, sample_type=None, filename=None, face_type=None, shape=None, landmarks=None, pitch=None, yaw=None, mirror=None, close_target_list=None):
self.sample_type = sample_type if sample_type is not None else SampleType.IMAGE
self.filename = filename
self.face_type = face_type
self.shape = shape
self.landmarks = np.array(landmarks) if landmarks is not None else None
self.pitch = pitch
self.yaw = yaw
self.mirror = mirror
self.close_target_list = close_target_list
def copy_and_set(self, sample_type=None, filename=None, face_type=None, shape=None, landmarks=None, yaw=None, mirror=None, close_target_list=None):
def copy_and_set(self, sample_type=None, filename=None, face_type=None, shape=None, landmarks=None, pitch=None, yaw=None, mirror=None, close_target_list=None):
return Sample(
sample_type=sample_type if sample_type is not None else self.sample_type,
filename=filename if filename is not None else self.filename,
face_type=face_type if face_type is not None else self.face_type,
shape=shape if shape is not None else self.shape,
landmarks=landmarks if landmarks is not None else self.landmarks.copy(),
pitch=pitch if pitch is not None else self.pitch,
yaw=yaw if yaw is not None else self.yaw,
mirror=mirror if mirror is not None else self.mirror,
close_target_list=close_target_list if close_target_list is not None else self.close_target_list)