init_code

assets/bodies/Readme.md

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+# Attribution
+Body models in this folder with "smpl" in the name are based on the female and male average body models of [SMPL](https://smpl.is.tue.mpg.de/) (licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)). 
+
+Body models without "smpl" in the name are based on our own body model, see https://github.com/mbotsch/GarmentMeasurements
+
+### Disclaimer
+Due to the restrictions of the SMPL license, we cannot share all 3D models of the body shapes used in GarmentCode paper, except for the base average bodies for male and female versions of SMPL. 

assets/bodies/body_params.py

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+import numpy as np
+
+import pygarment as pyg
+
+
+class BodyParameters(pyg.BodyParametrizationBase):
+    """Custom class that defines calculated body parameters"""
+
+    def __init__(self, param_file='') -> None:
+        super().__init__(param_file)
+
+    def eval_dependencies(self, key=None):
+        super().eval_dependencies(key)
+
+        if key in ['height', 'head_l', 'waist_line', 'hips_line', None]:
+            self.params['_waist_level'] = self.params['height'] - self.params['head_l'] - self.params['waist_line']
+            self.params['_leg_length'] = self.params['_waist_level'] - self.params['hips_line']
+            
+        if key in ['shoulder_w', None]:
+            # Correct sleeve line location is a little closer to the neck
+            # than the true shoulder width
+            self.params['_base_sleeve_balance'] = self.params['shoulder_w'] - 2
+
+        # Balance for the bust dart location
+        if key in ['bust_line', 'vert_bust_line', None]:
+            if 'vert_bust_line' in self.params:
+                self.params['_bust_line'] = (1 - 1/3) * self.params['vert_bust_line'] + 1/3 * self.params['bust_line']
+            else: 
+                self.params['_bust_line'] = self.params['bust_line']
+    
+        # Half of the slopes for use in garment (smoother fabric distribution)
+        if key in ['hip_inclination', None]:
+            self.params['_hip_inclination'] = self.params['hip_inclination'] / 2
+        if key in ['shoulder_incl', None]:
+            self.params['_shoulder_incl'] = self.params['shoulder_incl'] 
+
+        # Add ease to armhole
+        if key in ['armscye_depth', None]:
+            self.params['_armscye_depth'] = self.params['armscye_depth'] + 2.5
+
+

assets/bodies/f_smpl_average_A40.yaml

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+
+# Measurments of the body
+body: 
+  height: 165  
+  head_l: 25    # nape of the neck to the top -- ok to use some average value
+
+  neck_w: 15
+  shoulder_w: 38
+  armscye_depth: 15  # Nape of the Neck to armscye depth on the back
+  shoulder_incl: 10  # degrees
+
+  arm_pose_angle: 40  # Degrees
+  arm_length: 80 
+  wrist: 17
+
+  waist:  80  # 82 adjusted for 'dips'
+  waist_line: 36   # Nape of the Neck to waist (on the back)
+  waist_over_bust_line: 43  # -- measurement + addition for the shoulder 
+  waist_back_width: 37  
+
+  bust_line: 23 
+  bust: 90  # adjust for the 'dips' from 96 
+  bust_points:  21 # 
+  underbust: 83
+  back_width:  45  # 32 + 2 * between-size   
+
+  hips: 107  
+  hip_back_width: 55  
+  hips_line:  22      # From the waist
+  hip_inclination: 6  
+  bum_points: 16
+  crotch_hip_diff:  10.5 # NOTE Waist-crotch = 25  # NOTE vertical projection of the level
+  leg_circ: 64
+  
+  

assets/bodies/m_smpl_average_A40.yaml

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+body:
+  arm_pose_angle: 40
+  arm_length: 80 
+  wrist: 25 
+  armscye_depth: 17.5
+  back_width: 52 # 46
+  bum_points: 19.3
+  bust: 100.0
+  bust_line: 24.4
+  bust_points: 17
+  crotch_hip_diff: 13.0
+  head_l: 25.6
+  height: 178.1
+  hips: 100.0
+  hips_line: 17.0
+  hip_back_width: 52  
+  hip_inclination: 4  
+  leg_circ: 63
+  neck_w: 17
+  shoulder_w: 38.2
+  shoulder_incl: 10
+  underbust: 98
+  waist: 80.0
+  waist_line: 44.2
+  waist_over_bust_line: 47
+  waist_back_width: 38  

assets/bodies/mean_all.yaml

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+body:
+  arm_length: 53.9697
+  arm_pose_angle: 45.483
+  armscye_depth: 12.8679
+  back_width: 47.6761
+  bum_points: 18.2342
+  bust: 99.8407
+  bust_line: 25.6947
+  bust_points: 16.9463
+  crotch_hip_diff: 8.81363
+  head_l: 26.3262
+  height: 171.99
+  hip_back_width: 54.8237
+  hip_inclination: 9.86489
+  hips: 103.478
+  hips_line: 23.4837
+  leg_circ: 60.2039
+  neck_w: 18.9328
+  shoulder_incl: 21.6777
+  shoulder_w: 36.4568
+  underbust: 86.2455
+  vert_bust_line: 21.1388
+  waist: 84.3338
+  waist_back_width: 39.1358
+  waist_line: 36.8913
+  waist_over_bust_line: 40.5603
+  wrist: 16.5945

assets/bodies/mean_all_full.yaml

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+#python/object:assets.bodies.body_params.BodyParameters
+body:
+  _armscye_depth: 15.4
+  _base_sleeve_balance: 34.5
+  _bust_line: 22.7
+  _hip_inclination: 4.93
+  _leg_length: 85.3
+  _shoulder_incl: 21.7
+  _waist_level: 108.0
+  arm_length: 53.0
+  arm_pose_angle: 45.5
+  armscye_depth: 12.9
+  back_width: 47.7
+  bum_points: 18.2
+  bust: 99.8
+  bust_line: 25.7
+  bust_points: 16.9
+  crotch_hip_diff: 8.81
+  head_l: 26.3
+  height: 171.0
+  hip_back_width: 54.8
+  hip_inclination: 9.86
+  hips: 103.0
+  hips_line: 23.5
+  leg_circ: 60.2
+  neck_w: 18.9
+  shoulder_incl: 21.7
+  shoulder_w: 36.5
+  underbust: 86.2
+  vert_bust_line: 21.1
+  waist: 84.3
+  waist_back_width: 39.1
+  waist_line: 36.9
+  waist_over_bust_line: 40.6
+  wrist: 16.6

assets/bodies/mean_all_tpose.yaml

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+body:
+  arm_length: 53.9697
+  arm_pose_angle: 0.0
+  armscye_depth: 12.8679
+  back_width: 47.6761
+  bum_points: 18.2342
+  bust: 99.8407
+  bust_line: 25.6947
+  bust_points: 16.9463
+  crotch_hip_diff: 8.81363
+  head_l: 26.3262
+  height: 171.99
+  hip_back_width: 54.8237
+  hip_inclination: 9.86489
+  hips: 103.478
+  hips_line: 23.4837
+  leg_circ: 60.2039
+  neck_w: 18.9328
+  shoulder_incl: 21.6777
+  shoulder_w: 36.4568
+  underbust: 86.2455
+  vert_bust_line: 21.1388
+  waist: 84.3338
+  waist_back_width: 39.1358
+  waist_line: 36.8913
+  waist_over_bust_line: 40.5603
+  wrist: 16.5945

assets/bodies/mean_female.yaml

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+body:
+  arm_length: 51.594
+  arm_pose_angle: 45.487
+  armscye_depth: 12.6489
+  back_width: 46.1652
+  bum_points: 17.6707
+  bust: 97.4076
+  bust_line: 25.5656
+  bust_points: 16.212
+  crotch_hip_diff: 7.8731
+  head_l: 25.5328
+  height: 166.194
+  hip_back_width: 55.6788
+  hip_inclination: 12.6783
+  hips: 104.091
+  hips_line: 22.6309
+  leg_circ: 60.6592
+  neck_w: 17.772
+  shoulder_incl: 20.905
+  shoulder_w: 34.7129
+  underbust: 80.7483
+  vert_bust_line: 20.7686
+  waist: 80.3442
+  waist_back_width: 37.7747
+  waist_line: 35.7549
+  waist_over_bust_line: 39.9902
+  wrist: 15.8636

assets/bodies/mean_male.yaml

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+body:
+  arm_length: 56.8064
+  arm_pose_angle: 45.4775
+  armscye_depth: 13.1301
+  back_width: 50.7175
+  bum_points: 17.736
+  bust: 102.787
+  bust_line: 25.9217
+  bust_points: 17.8195
+  crotch_hip_diff: 9.92969
+  head_l: 27.2653
+  height: 178.873
+  hip_back_width: 53.9145
+  hip_inclination: 6.7451
+  hips: 102.85
+  hips_line: 24.4948
+  leg_circ: 59.9882
+  neck_w: 20.3361
+  shoulder_incl: 22.5059
+  shoulder_w: 38.5276
+  underbust: 93.0277
+  vert_bust_line: 21.5796
+  waist: 89.003
+  waist_back_width: 40.7068
+  waist_line: 38.3492
+  waist_over_bust_line: 41.6141
+  wrist: 17.4648