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refactorings, added motion blur to SampleProcessor for FANSegmentator trainer

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iperov 2019-04-07 23:08:00 +04:00
parent a88ee7d093
commit 58d7e990f4
9 changed files with 238 additions and 72 deletions
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12
models/Model_DF/Model.py
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@ -49,15 +49,15 @@ class Model(ModelBase):
SampleGeneratorFace(self.training_data_src_path, sort_by_yaw_target_samples_path=self.training_data_dst_path if self.sort_by_yaw else None,
debug=self.is_debug(), batch_size=self.batch_size,
sample_process_options=SampleProcessor.Options(random_flip=self.random_flip, scale_range=np.array([-0.05, 0.05])+self.src_scale_mod / 100.0 ),
output_sample_types=[ [f.WARPED_TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_M | f.FACE_MASK_FULL, 128] ] ),
output_sample_types=[ [f.WARPED_TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_M | f.FACE_MASK_FULL, 128] ] ),
SampleGeneratorFace(self.training_data_dst_path, debug=self.is_debug(), batch_size=self.batch_size,
sample_process_options=SampleProcessor.Options(random_flip=self.random_flip),
output_sample_types=[ [f.WARPED_TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_ALIGN_FULL | f.MODE_M | f.FACE_MASK_FULL, 128] ] )
output_sample_types=[ [f.WARPED_TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_BGR, 128],
[f.TRANSFORMED | f.FACE_TYPE_FULL | f.MODE_M | f.FACE_MASK_FULL, 128] ] )
])
#override
def onSave(self):