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Add Physics_RGB_Exp ablation data

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  1. .gitattributes +1 -0
  2. Synthetic_Train_Sets/4K_Physics_RGB_EXP/coco/coco_annotations.json +3 -0
  3. Synthetic_Train_Sets/4K_Physics_RGB_EXP/config_Physics_RGB_EXP.yaml +127 -0
  4. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000000.png +3 -0
  5. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000004.png +3 -0
  6. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000005.png +3 -0
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  9. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000008.png +3 -0
  10. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000009.png +3 -0
  11. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000010.png +3 -0
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  17. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000023.png +3 -0
  18. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000024.png +3 -0
  19. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000025.png +3 -0
  20. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000026.png +3 -0
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  25. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000031.png +3 -0
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  28. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000034.png +3 -0
  29. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000035.png +3 -0
  30. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000037.png +3 -0
  31. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000038.png +3 -0
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  38. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000046.png +3 -0
  39. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000047.png +3 -0
  40. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000048.png +3 -0
  41. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000049.png +3 -0
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  43. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000051.png +3 -0
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  48. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000056.png +3 -0
  49. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000059.png +3 -0
  50. Synthetic_Train_Sets/4K_Physics_RGB_EXP/yolo/images/train/000062.png +3 -0
.gitattributes CHANGED
@@ -252,3 +252,4 @@ Synthetic_Train_Sets/4K_RGB_Exponential/yolo/labels/val.cache filter=lfs diff=lf
252
  Synthetic_Train_Sets/4k_Physics/coco/coco_annotations.json filter=lfs diff=lfs merge=lfs -text
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  Synthetic_Train_Sets/4k_Physics/yolo/labels/train.cache filter=lfs diff=lfs merge=lfs -text
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  Synthetic_Train_Sets/4k_Physics/yolo/labels/val.cache filter=lfs diff=lfs merge=lfs -text
 
 
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  Synthetic_Train_Sets/4k_Physics/coco/coco_annotations.json filter=lfs diff=lfs merge=lfs -text
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  Synthetic_Train_Sets/4k_Physics/yolo/labels/train.cache filter=lfs diff=lfs merge=lfs -text
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  Synthetic_Train_Sets/4k_Physics/yolo/labels/val.cache filter=lfs diff=lfs merge=lfs -text
255
+ Synthetic_Train_Sets/4K_Physics_RGB_EXP/coco/coco_annotations.json filter=lfs diff=lfs merge=lfs -text
Synthetic_Train_Sets/4K_Physics_RGB_EXP/coco/coco_annotations.json ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:dc37068af1ea7a9cc775b3986b08124f4875e958bd8921a2901c109e393a401e
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+ size 283143390
Synthetic_Train_Sets/4K_Physics_RGB_EXP/config_Physics_RGB_EXP.yaml ADDED
@@ -0,0 +1,127 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ default_scene: "" #"/media/vrt/shared/DATASETS/Digital Twin/KLT.box.blend"
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+ output_dir: "/media/vrt/4.0 TB/Outputs/BASE_TEST_4K_Physics" # "/media/vrt/shared/Synthetic_Data/output_Framework/test"
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+ train_models_dir: "/media/vrt/shared/Texture_CAD_25_8_25_parts/blendFiles"
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+ distractors_dir: "/media/vrt/shared/DATASETS/General_assets/distractors"
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+ backgrounds_dir: "/media/vrt/shared/DATASETS/General_assets/backgrounds"
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+ planes_dir: "/media/vrt/shared/DATASETS/General_assets/materials/plane_materials"
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+
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+ seed: 0 # If seed is set to -1, it will be a random seed
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+ cycles_samples: 100 #100 # By default it is set to 1024
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+ render_options: ["segmasks", "depth", "normals"] # Possible render options: [segmasks, depth, normals]
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+ save_hdf5: True # If enabled, saves the rendered data as an hdf5 file (Needed for coco and yolo annotations)
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+ save_raw: False # If enabled, saves the rendered raw data separated in (rgb/, depth/, normals/, segmasks/)
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+
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+ coco_to_yolo_category_mapping: {"1": 0, "2": 1, "3": 2, "4": 3, "5": 4, "6": 5, "7": 6, "8": 7, "9": 8, "10": 9, "11": 10, "12": 11, "13": 12, "14": 13, "15": 14, "16": 15, "17": 16, "18": 17, "19": 18, "20": 19, "21": 20, "22": 21, "23": 22, "24": 23, "25": 24, "26": 25, "27": 26, "28": 27, "29": 28, "30": 29, "31": 30, "32": 31, "33": 32}
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+
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+ # Dataload white lists:
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+ train_models_whitelist: []
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+ distraction_models_whitelist: []
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+ backgrounds_whitelist: []
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+ planes_whitelist: []
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+
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+ # Dataload black lists:
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+ train_models_blacklist: ["washer.ply"]
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+ distraction_models_blacklist: ["Dining_table_2.blend"]
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+ backgrounds_blacklist: []
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+ planes_blacklist: []
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+
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+ physics:
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+ simulate_physics: True # If enabled, simulates the physics.
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+ simulate_actives: True # Sets train models as rigidbody active (can move and can collide with other rigidbodies).
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+ simulate_passives: True # Sets the distractors as rigidbody passive (fixed but can collide with other rigidbodies).
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+ reorientate_camera: True # Recalculates the orientation of the camera to look towards the active objects.
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+ default_scene_as_passives: True # Enables pasive physics for the loaded models of the default scene.
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+ create_ground_plane: True # Create invisible ground so objects can fall on it.
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+ max_simulation_time: 10 # Simulation is accelerated: 1 simulation second != 1 real second (this depends on how slow is the simulation)
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+ check_interval: 2.5 # Interval at which check if objects stopped moving (In simulation seconds).
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+ stopped_location_threshold: 0.5 # Minimum movement per second to be considered as stopped.
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+ stopped_rotation_threshold: 0.5 # Minimum rotation per second to be considered as stopped.
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+
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+ world:
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+ background_light_strength: [0.01, 1] # with steps of 0.01
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+ default_background_img: "sylvan_highlands.exr"
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+ random_backgrounds: True
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+
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+ lights:
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+ lights_dir: [[0.323, -0.855, 0.405], [0.914, 0.028, 0.405], [-0.895, -0.186, 0.405]]
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+ light_size: 0.25
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+ contrasts: [1, 1, 1] # Energy multiplier for each light.
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+ distance: 6
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+ light_intensity: [0, 160]
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+ randomize_color: True
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+ exponential_lights: True
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+ exponential_factor: 2.33
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+
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+ camera:
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+ resolution: [1024, 1024]
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+ f-stop: [128, 256] # A higher fstop value makes the resulting image look sharper, while a low value decreases the sharpness.
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+ sensor_size: 36 # Sensor size in milimiters.
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+ intrinsic_parameters_path: "" # Path to a YAML file containing the camera intrinsic parameters matrix (k)
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+ pos_shell_radius: [0.4, 0.8]
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+ pos_shell_elevation: [60, 80] # Angle in degrees (min and max)
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+
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+ empty_object:
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+ center: [0, 0, 0.25]
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+ pos_shell_radius: [0, 0.15]
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+ pos_shell_elevation: [0, 0]
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+
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+ models:
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+ trains:
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+ sample_size: [-1, -1] # If value is set to -1, it will be the maximum
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+ scale: 1
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+ n_copies: 1 # Creates copies of loaded models. If the model has a custom n_copies value it will use the custom one.
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+ dynamic_origin: True # Uses the emtpy object as origin.
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+ static_origin: [0, 0, 0.5] # If "dynamic_origin" is False, it will use this location as fixed origin.
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+ pos_min: [-0.1, -0.1, 0] # Min value for x,y,z using origin as reference frame.
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+ pos_max: [0.1, 0.1, 0] # Max value of x,y,z using origin as reference frame.
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+ rot_min: [0,0,0] # Angles in radians
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+ rot_max: [3.1415, 3.1415, 3.1415] # Angles in radians
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+ keep_children: False # If true, keeps al the mesh models loaded with a common parent. Else, joins all the meshes into a single model.
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+ combined_parent: True # If true, sets as parent a merged copy of the children.
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+ simplify_models: False # If true, runs convex hull decomposition (on parent if combined_parent enabled or on children otherwise)
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+
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+ distractors:
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+ sample_size: [5, -1] # If value is set to -1, it will be the maximum
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+ scale: 1
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+ n_copies: 0 # Creates copies of loaded train_models. If the model has a custom n_copies value it will use the custom one.
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+ pos_min: [-1.5, -1.5, 0]
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+ pos_max: [1.5, 1.5, 0]
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+ rot_min: [0, 0, 0] # Angles in radians
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+ rot_max: [0, 0, 3.1415] # Angles in radians
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+ keep_children: True # If true, keeps al the mesh models loaded with a common parent. Else, joins all the meshes into a single model.
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+ combined_parent: True # If true, sets as parent a merged copy of the children.
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+ simplify_models: False # If true, runs convex hull decomposition (on parent if combined_parent enabled or on children otherwise)
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+
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+ fake_models:
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+ trains:
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+ sample_size: [-1, -1] # If value is set to -1, it will be the maximum
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+ scale: 1
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+ n_copies: 0
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+ simple_trains: 0 # If bigger than 0, creates simple distractors that will replace train models.
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+ similar_trains: 0 # If bigger than 0, creates n deformed copies of each loaded train model.
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+
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+ distractors:
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+ sample_size: [-1, -1]
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+ scale: 1
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+ n_copies: 0
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+ simple_distractors: 0 # If bigger than 0, creates distractors with simple geometric shapes.
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+
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+ plane:
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+ simple_planes: 0
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+ x_length: 4
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+ y_length: 4
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+
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+ custom_models:
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+ example.obj:
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+ scale: 0.001 # Scale factor for the model.
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+ n_copies: 0 # Number of copies of the model.
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+ keep_children: True # If true, keeps al the mesh models loaded with a common parent. Else, joins all the meshes into a single model.
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+ combined_parent: True # If true, sets as parent a joined copy of the children.
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+ simplify_models: True # Applies convex hull decomposition on the model.
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+
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+ children_whitelist: [] # Childrens to load. (If empty, loads all of them)
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+ children_blacklist: [] # Childrens to discard.
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+ segment_whitelist: [] # Childrens from which generate annotations. (If empty, loads all of them)
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+ segment_blacklist: [] # Childrens from which not generate annotations.
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+
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+
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