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diff --git a/train/side/render_params/000065.json b/train/side/render_params/000065.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a5703dff7ab7fe0994ebee4aedd155c6ac4986
--- /dev/null
+++ b/train/side/render_params/000065.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "gender": "female",
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+      "subdivision_render_levels": 2
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+      "view_transform": "Standard",
+      "look": "None",
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+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+    "ior": 1.45,
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
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+    "body_color": [
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+      0.0
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/000347.json b/train/side/render_params/000347.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c08c18bbc535ec7f04d76bce8bb4144637575da
--- /dev/null
+++ b/train/side/render_params/000347.json
@@ -0,0 +1,261 @@
+{
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+    "camera_type": "PERSP",
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+  "body": {
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "add_garments": false,
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+      "gender": "female",
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+  "lighting": {
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+  "photorealistic_body_material": {
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+  "npr_segmentation_material": {
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+  "npr_depth_material": {
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/000389.json b/train/side/render_params/000389.json
new file mode 100644
index 0000000000000000000000000000000000000000..916aab0af01c801cebccb20022813144bcda8802
--- /dev/null
+++ b/train/side/render_params/000389.json
@@ -0,0 +1,261 @@
+{
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+    "blend_method": "OPAQUE"
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+}
\ No newline at end of file
diff --git a/train/side/render_params/000469.json b/train/side/render_params/000469.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dcc5507fcc46a1809c7725f593c1a26963df9aa
--- /dev/null
+++ b/train/side/render_params/000469.json
@@ -0,0 +1,261 @@
+{
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+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/000499.json b/train/side/render_params/000499.json
new file mode 100644
index 0000000000000000000000000000000000000000..868a1a402d11aaf28d673a743afbbeb0e4930054
--- /dev/null
+++ b/train/side/render_params/000499.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/000550.json b/train/side/render_params/000550.json
new file mode 100644
index 0000000000000000000000000000000000000000..1754d6ded4c58c0b9d29d3453dc42392a6505d75
--- /dev/null
+++ b/train/side/render_params/000550.json
@@ -0,0 +1,239 @@
+{
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+      "file_format": "PNG",
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+}
\ No newline at end of file
diff --git a/train/side/render_params/000562.json b/train/side/render_params/000562.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff101553746fa454c231a86ca70f3b801ea6eca9
--- /dev/null
+++ b/train/side/render_params/000562.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/000737.json b/train/side/render_params/000737.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4c4bb8cc203978fd66862b0cc6eaf3f0e304420
--- /dev/null
+++ b/train/side/render_params/000737.json
@@ -0,0 +1,239 @@
+{
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+  },
+  "render_types": [
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+  ],
+  "photorealistic_hair_material": {
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+  "npr_segmentation_material": {
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+    "gamma": 2.2,
+    "use_backface_culling": true,
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+  "npr_depth_material": {
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+    "vertex_color_layer": "Col",
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+}
\ No newline at end of file
diff --git a/train/side/render_params/000810.json b/train/side/render_params/000810.json
new file mode 100644
index 0000000000000000000000000000000000000000..2418e7143e6902e82c1d541342b9d7c25d6d8c21
--- /dev/null
+++ b/train/side/render_params/000810.json
@@ -0,0 +1,217 @@
+{
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/000998.json b/train/side/render_params/000998.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ea395d6e35991d2a1aeb72927334ef5acaba440
--- /dev/null
+++ b/train/side/render_params/000998.json
@@ -0,0 +1,236 @@
+{
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001126.json b/train/side/render_params/001126.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c9fb84738f69e0a3cc9d381e0b09889c02c6a3b
--- /dev/null
+++ b/train/side/render_params/001126.json
@@ -0,0 +1,261 @@
+{
+  "camera": {
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+  "body": {
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "gender": "female",
+      "apply_subdivision": false,
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+      "look": "None",
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+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
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+  "photorealistic_hair_material": {
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+    "blend_method": "OPAQUE"
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+  "photorealistic_body_material": {
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "coat_weight": 0.08,
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+  "npr_segmentation_material": {
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+    "gamma": 2.2,
+    "use_backface_culling": true,
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+  "npr_depth_material": {
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+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001188.json b/train/side/render_params/001188.json
new file mode 100644
index 0000000000000000000000000000000000000000..44c9dcc8fe7532d60e9231fd9c1dc6dbbd0790db
--- /dev/null
+++ b/train/side/render_params/001188.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
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+  "body": {
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "add_garments": false,
+      "add_eyes": false,
+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
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+  "lighting": {
+    "preset": "rim",
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001227.json b/train/side/render_params/001227.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b28c02e31e8d0286fb1679ea11d60f2bed0f158
--- /dev/null
+++ b/train/side/render_params/001227.json
@@ -0,0 +1,261 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001249.json b/train/side/render_params/001249.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6e53e8fd6620a3b7c01813d661345fa583d5122
--- /dev/null
+++ b/train/side/render_params/001249.json
@@ -0,0 +1,261 @@
+{
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001271.json b/train/side/render_params/001271.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab795f69c15de6f97cd8b789a9393cd783037385
--- /dev/null
+++ b/train/side/render_params/001271.json
@@ -0,0 +1,236 @@
+{
+  "camera": {
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+      "gender": "female",
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+      "transmission_bounces": 12,
+      "volume_bounces": 4,
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+      "view_transform": "Filmic",
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+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
+      0.3
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+  "photorealistic_body_material": {
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+      0.38,
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001295.json b/train/side/render_params/001295.json
new file mode 100644
index 0000000000000000000000000000000000000000..914ef3b713886f6b290d5514ccedc65383d72620
--- /dev/null
+++ b/train/side/render_params/001295.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
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+  "body": {
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "add_garments": false,
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+      "gender": "male",
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+      "subdivision_render_levels": 2
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+      "look": "None",
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+    }
+  },
+  "render_types": [
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+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+    "blend_method": "OPAQUE"
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+  "photorealistic_body_material": {
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+    "ior": 1.45,
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
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+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001365.json b/train/side/render_params/001365.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ad1f1ecfd59f67769176591b97e47d823639053
--- /dev/null
+++ b/train/side/render_params/001365.json
@@ -0,0 +1,261 @@
+{
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+    ]
+  },
+  "hair_geometry": {
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+  "render_settings": {
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+    "body_color": [
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001399.json b/train/side/render_params/001399.json
new file mode 100644
index 0000000000000000000000000000000000000000..15320e73ea4558d206a3ea46d9980f26349a6e0a
--- /dev/null
+++ b/train/side/render_params/001399.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": null,
+    "body_pose": null,
+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+      "gender": "male",
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+      "view_transform": "Standard",
+      "look": "None",
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+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
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+  "npr_segmentation_material": {
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+    "body_color": [
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001518.json b/train/side/render_params/001518.json
new file mode 100644
index 0000000000000000000000000000000000000000..c03949379c994cb6ae329df409ea202bcbe0efc4
--- /dev/null
+++ b/train/side/render_params/001518.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
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+    "face_expression": null,
+    "body_pose": null,
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+  },
+  "render_types": [
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+  "photorealistic_hair_material": {
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+    "blend_method": "OPAQUE"
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+  "photorealistic_body_material": {
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
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+  },
+  "npr_segmentation_material": {
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+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001589.json b/train/side/render_params/001589.json
new file mode 100644
index 0000000000000000000000000000000000000000..5396ebab91c5acd595f576ba55685c74813b4260
--- /dev/null
+++ b/train/side/render_params/001589.json
@@ -0,0 +1,239 @@
+{
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+      "gender": "male",
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001599.json b/train/side/render_params/001599.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3db03d9e83898dbd3b6938aa8d87920ae6360b1
--- /dev/null
+++ b/train/side/render_params/001599.json
@@ -0,0 +1,261 @@
+{
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+    "blend_method": "OPAQUE"
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001611.json b/train/side/render_params/001611.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1751626779b7a864a05a7d978e85e3b7d59a639
--- /dev/null
+++ b/train/side/render_params/001611.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001683.json b/train/side/render_params/001683.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae5255fbac837714b83986680c2a2592edd695f9
--- /dev/null
+++ b/train/side/render_params/001683.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001784.json b/train/side/render_params/001784.json
new file mode 100644
index 0000000000000000000000000000000000000000..99d2655b5f966578edb348820b30e841100997ab
--- /dev/null
+++ b/train/side/render_params/001784.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001864.json b/train/side/render_params/001864.json
new file mode 100644
index 0000000000000000000000000000000000000000..5900f17f5adb24701a4e5decdf6281641dd2285b
--- /dev/null
+++ b/train/side/render_params/001864.json
@@ -0,0 +1,261 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/001892.json b/train/side/render_params/001892.json
new file mode 100644
index 0000000000000000000000000000000000000000..df15307451c9cf975875f62aea240f6d579d5a54
--- /dev/null
+++ b/train/side/render_params/001892.json
@@ -0,0 +1,239 @@
+{
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001909.json b/train/side/render_params/001909.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab5f8e9c6fc72d26133f0ad90ea5b9e3a0eb50ec
--- /dev/null
+++ b/train/side/render_params/001909.json
@@ -0,0 +1,261 @@
+{
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+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/001990.json b/train/side/render_params/001990.json
new file mode 100644
index 0000000000000000000000000000000000000000..68587422b2d39b85df5d84b9b75c1b8b8d3d508c
--- /dev/null
+++ b/train/side/render_params/001990.json
@@ -0,0 +1,214 @@
+{
+  "camera": {
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+      "gender": "male",
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+  "lighting": {
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+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+    "material_melanin_amount": 0.9464207029640889,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+      0.63,
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+      0.38,
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
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+  },
+  "npr_segmentation_material": {
+    "hair_color": [
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+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002435.json b/train/side/render_params/002435.json
new file mode 100644
index 0000000000000000000000000000000000000000..155780e035f4aeb98d561bc8e82971ae45a03c31
--- /dev/null
+++ b/train/side/render_params/002435.json
@@ -0,0 +1,217 @@
+{
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+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
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+      "add_garments": false,
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+      "gender": "male",
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+      "subdivision_render_levels": 2
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+  },
+  "lighting": {
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+      {
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002613.json b/train/side/render_params/002613.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1b307b338e10910bf877ca8428d7da52159e04f
--- /dev/null
+++ b/train/side/render_params/002613.json
@@ -0,0 +1,261 @@
+{
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+    "face_expression": null,
+    "body_pose": null,
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+  "npr_segmentation_material": {
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+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002647.json b/train/side/render_params/002647.json
new file mode 100644
index 0000000000000000000000000000000000000000..77c6e11724a52493b6f9ba36fc0f99f8b963c591
--- /dev/null
+++ b/train/side/render_params/002647.json
@@ -0,0 +1,214 @@
+{
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+      "gender": "female",
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+  "lighting": {
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+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+      0.44,
+      0.38,
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+      0.0,
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+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002673.json b/train/side/render_params/002673.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcf6d2fccadd15a2b020fac063fc2a5615a90506
--- /dev/null
+++ b/train/side/render_params/002673.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": null,
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+    "face_expr_id": null,
+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "add_garments": false,
+      "add_eyes": false,
+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
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+  },
+  "lighting": {
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002767.json b/train/side/render_params/002767.json
new file mode 100644
index 0000000000000000000000000000000000000000..086cfe025d38a96bb5c37f93359581cd4fee0e96
--- /dev/null
+++ b/train/side/render_params/002767.json
@@ -0,0 +1,239 @@
+{
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+  "npr_depth_material": {
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+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002805.json b/train/side/render_params/002805.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4182960bce27b6b7fb8a2992a3222127272877e
--- /dev/null
+++ b/train/side/render_params/002805.json
@@ -0,0 +1,214 @@
+{
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+      "gender": "male",
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+    }
+  },
+  "render_types": [
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+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
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+    "blend_method": "OPAQUE"
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+  "photorealistic_body_material": {
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+      0.44,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+      0.0,
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+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/002839.json b/train/side/render_params/002839.json
new file mode 100644
index 0000000000000000000000000000000000000000..249134c7a70a84785b0d2e93c3c8df504455fcf9
--- /dev/null
+++ b/train/side/render_params/002839.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": null,
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+    "pose_id": null,
+    "body_mesh_path": "assets/body_models/base_models/smplx/template_meshes/smplx_base.ply",
+    "texture": {
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+      "add_garments": false,
+      "add_eyes": false,
+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
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+  "lighting": {
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003024.json b/train/side/render_params/003024.json
new file mode 100644
index 0000000000000000000000000000000000000000..48fd73d55aa9513e21d1396efe273a9d01816e3c
--- /dev/null
+++ b/train/side/render_params/003024.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003038.json b/train/side/render_params/003038.json
new file mode 100644
index 0000000000000000000000000000000000000000..52c7ee63495d049c81bb084adaf863358a5dfe33
--- /dev/null
+++ b/train/side/render_params/003038.json
@@ -0,0 +1,261 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003065.json b/train/side/render_params/003065.json
new file mode 100644
index 0000000000000000000000000000000000000000..f25d5d7bce462c1f7b887813e1df640cee990926
--- /dev/null
+++ b/train/side/render_params/003065.json
@@ -0,0 +1,261 @@
+{
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\ No newline at end of file
diff --git a/train/side/render_params/003073.json b/train/side/render_params/003073.json
new file mode 100644
index 0000000000000000000000000000000000000000..10abc6333e6db4c283e76d470f691b91bb9de051
--- /dev/null
+++ b/train/side/render_params/003073.json
@@ -0,0 +1,239 @@
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\ No newline at end of file
diff --git a/train/side/render_params/003090.json b/train/side/render_params/003090.json
new file mode 100644
index 0000000000000000000000000000000000000000..3773823568f1ff7c1a91107c9f957f591a86e2e2
--- /dev/null
+++ b/train/side/render_params/003090.json
@@ -0,0 +1,261 @@
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/003152.json b/train/side/render_params/003152.json
new file mode 100644
index 0000000000000000000000000000000000000000..35a31f204b0a11a79e85b79f6bfd26e2b5bb7d2f
--- /dev/null
+++ b/train/side/render_params/003152.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": "surprise",
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+      "gender": "male",
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+      "subdivision_render_levels": 2
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+  },
+  "render_types": [
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+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/003158.json b/train/side/render_params/003158.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c5b21cf7de6c974f254fd0c27859b3c606bbf9d
--- /dev/null
+++ b/train/side/render_params/003158.json
@@ -0,0 +1,261 @@
+{
+  "camera": {
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+  },
+  "body": {
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+    "face_expression": "neutral",
+    "body_pose": "neutral",
+    "face_expr_id": "01",
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+      "gender": "female",
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+  },
+  "render_types": [
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+    "vertex_color_layer": "Col",
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+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/003507.json b/train/side/render_params/003507.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ae9dc6b951f480f66bc6e72427a6638fdd741f1
--- /dev/null
+++ b/train/side/render_params/003507.json
@@ -0,0 +1,261 @@
+{
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+    "face_expression": "surprise",
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+    "segments": 8,
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003621.json b/train/side/render_params/003621.json
new file mode 100644
index 0000000000000000000000000000000000000000..06bf2e59263a2120bee55abb0784ab65a9d1c32e
--- /dev/null
+++ b/train/side/render_params/003621.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003692.json b/train/side/render_params/003692.json
new file mode 100644
index 0000000000000000000000000000000000000000..9eb4f0e3ed96fb24b83f13843de8244ca27e34a1
--- /dev/null
+++ b/train/side/render_params/003692.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/003709.json b/train/side/render_params/003709.json
new file mode 100644
index 0000000000000000000000000000000000000000..29c9a2b8ba60199b163a276988c241be522c9531
--- /dev/null
+++ b/train/side/render_params/003709.json
@@ -0,0 +1,261 @@
+{
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+    }
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+  "render_types": [
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/003898.json b/train/side/render_params/003898.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f51bc0aa7f2229f287e8e1babd568b847412d13
--- /dev/null
+++ b/train/side/render_params/003898.json
@@ -0,0 +1,239 @@
+{
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+    "face_expression": "surprise",
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+    }
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+      "look": "None",
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+      "type": "segmentation"
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+  "photorealistic_hair_material": {
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+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
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+  "npr_segmentation_material": {
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004112.json b/train/side/render_params/004112.json
new file mode 100644
index 0000000000000000000000000000000000000000..26ee355548bd8e25068ed877ec7d59c30a563994
--- /dev/null
+++ b/train/side/render_params/004112.json
@@ -0,0 +1,236 @@
+{
+  "camera": {
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+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
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+    "face_expression": "disgust",
+    "body_pose": "neutral",
+    "face_expr_id": "01",
+    "pose_id": "01",
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+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+      }
+    ]
+  },
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+    "segments": 8,
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+  },
+  "render_settings": {
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+      "min_adaptive_samples": 64,
+      "transparent_background": true,
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+      "max_bounces": 12,
+      "diffuse_bounces": 4,
+      "glossy_bounces": 4,
+      "transmission_bounces": 12,
+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
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+      "samples": 128,
+      "min_adaptive_samples": 32,
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+      "file_format": "PNG",
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+      "use_denoising": true,
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+      "enable_adaptive_subdivision": false,
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+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
+      0.8,
+      0.5,
+      0.3
+    ],
+    "root_darkness_strength": 0.1462270574432757,
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+    "root_darkness_end": 0.6982913111163371,
+    "material_melanin_amount": 0.36844476199930093,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
+    "bsdf_roughness": 0.1576830037734038,
+    "bsdf_radial_roughness": 0.24017757586586216,
+    "bsdf_random_roughness": 0.22,
+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
+      0.0,
+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004163.json b/train/side/render_params/004163.json
new file mode 100644
index 0000000000000000000000000000000000000000..572d78ae22368864764748f7cd81a2123387cb33
--- /dev/null
+++ b/train/side/render_params/004163.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
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+  },
+  "body": {
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+    "face_expression": "sad",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "01",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
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+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
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+  },
+  "lighting": {
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+    "blend_method": "OPAQUE"
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+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004167.json b/train/side/render_params/004167.json
new file mode 100644
index 0000000000000000000000000000000000000000..42e954c39ea3d56ffeafb182b7d7ebcbca3de9c9
--- /dev/null
+++ b/train/side/render_params/004167.json
@@ -0,0 +1,214 @@
+{
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+    "face_expression": "happy",
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+      "gender": "female",
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+      "subdivision_render_levels": 2
+    }
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+  "render_types": [
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+  "npr_segmentation_material": {
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+    "blend_method": "OPAQUE"
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+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004231.json b/train/side/render_params/004231.json
new file mode 100644
index 0000000000000000000000000000000000000000..a01b6de699002e111fb48b4e3079f41b6c8b0823
--- /dev/null
+++ b/train/side/render_params/004231.json
@@ -0,0 +1,261 @@
+{
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+    "ortho_scale": null
+  },
+  "body": {
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+    "face_expression": "surprise",
+    "body_pose": "neutral",
+    "face_expr_id": "03",
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+    "texture": {
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+      "add_garments": true,
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+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
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+  "lighting": {
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+      }
+    ]
+  },
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+    "segments": 8,
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+  },
+  "render_settings": {
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+      "volume_bounces": 4,
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+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
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+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+    "material_melanin_amount": 0.6229722340943842,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
+    "bsdf_roughness": 0.171085403217949,
+    "bsdf_radial_roughness": 0.2390698423528678,
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+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
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+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+    "body_color": [
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+      0.0
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004245.json b/train/side/render_params/004245.json
new file mode 100644
index 0000000000000000000000000000000000000000..8abc060fc1aac40d6230bae92ed2c3a2e496fa73
--- /dev/null
+++ b/train/side/render_params/004245.json
@@ -0,0 +1,236 @@
+{
+  "camera": {
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+      -0.7522721230064305,
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+  },
+  "body": {
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+    "face_expression": "sad",
+    "body_pose": "neutral",
+    "face_expr_id": "03",
+    "pose_id": "06",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+    "lights": [
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+      {
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+  },
+  "render_types": [
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
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+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004260.json b/train/side/render_params/004260.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c55508066a0e801b0bf16e9f4615c0b2ced62aa
--- /dev/null
+++ b/train/side/render_params/004260.json
@@ -0,0 +1,214 @@
+{
+  "camera": {
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+    "face_expression": "sad",
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+      "gender": "female",
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+  },
+  "render_types": [
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004263.json b/train/side/render_params/004263.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e9b0cc0957eda3243c5a694183da4eeec382536
--- /dev/null
+++ b/train/side/render_params/004263.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
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+  "body": {
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+    "face_expression": "sad",
+    "body_pose": "neutral",
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+    "pose_id": "06",
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+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
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+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+    ]
+  },
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+  "render_settings": {
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+      "min_adaptive_samples": 64,
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+      "max_bounces": 12,
+      "diffuse_bounces": 4,
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+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
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+      "view_transform": "Standard",
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+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
+      0.3
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+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
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+    "viewport_metallic": 0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+      0.63,
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
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+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
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+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004340.json b/train/side/render_params/004340.json
new file mode 100644
index 0000000000000000000000000000000000000000..47ec897cd5df8f36de083e3a0ac3d57078c9d095
--- /dev/null
+++ b/train/side/render_params/004340.json
@@ -0,0 +1,261 @@
+{
+  "camera": {
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+    "camera_type": "PERSP",
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+  },
+  "body": {
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+    "face_expression": "angry",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "00",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "male",
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+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
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+  },
+  "lighting": {
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+}
\ No newline at end of file
diff --git a/train/side/render_params/004460.json b/train/side/render_params/004460.json
new file mode 100644
index 0000000000000000000000000000000000000000..f55439db9aa8177f4e0e0790404ce0d9dce018bd
--- /dev/null
+++ b/train/side/render_params/004460.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/004467.json b/train/side/render_params/004467.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb3e3c678303040dc33269d75bb515329def41cb
--- /dev/null
+++ b/train/side/render_params/004467.json
@@ -0,0 +1,239 @@
+{
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+  },
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+    "gamma": 2.2,
+    "use_backface_culling": true,
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+  "npr_depth_material": {
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
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+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004645.json b/train/side/render_params/004645.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd1a6829d46ddf204641bcc6db195b18f0147ef0
--- /dev/null
+++ b/train/side/render_params/004645.json
@@ -0,0 +1,239 @@
+{
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+}
\ No newline at end of file
diff --git a/train/side/render_params/004689.json b/train/side/render_params/004689.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd700d4942620ec226f245e47232950e5cdc3abe
--- /dev/null
+++ b/train/side/render_params/004689.json
@@ -0,0 +1,261 @@
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+}
\ No newline at end of file
diff --git a/train/side/render_params/004703.json b/train/side/render_params/004703.json
new file mode 100644
index 0000000000000000000000000000000000000000..82f775d75c2a54d566cfcd2fb186d5591d253998
--- /dev/null
+++ b/train/side/render_params/004703.json
@@ -0,0 +1,239 @@
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+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004721.json b/train/side/render_params/004721.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da329bcedf0ab9205d2270eca6bf431a35d8db1
--- /dev/null
+++ b/train/side/render_params/004721.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
+    "location": [
+      -0.7539727946664844,
+      -0.6155303756448522,
+      0.41232434638726995
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+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
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+    "use_presets": true,
+    "face_expression": "happy",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "05",
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+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
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+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
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+  "lighting": {
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+      "samples": 128,
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+      "file_format": "PNG",
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+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
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+      0.5,
+      0.3
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+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+      0.44,
+      0.38,
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+    ],
+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004733.json b/train/side/render_params/004733.json
new file mode 100644
index 0000000000000000000000000000000000000000..027b87d2b972498721971b34bfd5fd1bba040c52
--- /dev/null
+++ b/train/side/render_params/004733.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
+    "location": [
+      0.9452047593587795,
+      -0.09763561361524448,
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+  },
+  "body": {
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+    "face_expression": "angry",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "01",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+    ]
+  },
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+      "look": "None",
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+      "look": "None",
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+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
+      0.3
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+    "root_darkness_strength": 0.12621903026966125,
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+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
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+    "bsdf_ior": 1.55,
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+    "viewport_metallic": 0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
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+      0.63,
+      0.44,
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+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
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+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004765.json b/train/side/render_params/004765.json
new file mode 100644
index 0000000000000000000000000000000000000000..536ef313c0880629cfb83c760b89b86a9e3f38fb
--- /dev/null
+++ b/train/side/render_params/004765.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
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+  "body": {
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+    "face_expression": "fear",
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+      "gender": "male",
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+      "subdivision_render_levels": 2
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+  "lighting": {
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+    ]
+  },
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+      "compression": 0,
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+      "volume_bounces": 4,
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+      "view_transform": "Filmic",
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+  },
+  "render_types": [
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+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/004966.json b/train/side/render_params/004966.json
new file mode 100644
index 0000000000000000000000000000000000000000..da67afc4a8e288961cb7f05d6c035bcc51ed8551
--- /dev/null
+++ b/train/side/render_params/004966.json
@@ -0,0 +1,239 @@
+{
+  "camera": {
+    "location": [
+      0.49558144215977507,
+      -0.5884665252751788,
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+    "focal_length": 48.368852636112,
+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
+    "body_type": "smplx",
+    "use_presets": true,
+    "face_expression": "neutral",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "04",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+      "transmission_bounces": 12,
+      "volume_bounces": 4,
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+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
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+      "file_format": "PNG",
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+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
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+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
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+      0.3
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+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
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+  "photorealistic_body_material": {
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+      0.38,
+      1.0
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+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+    ],
+    "body_color": [
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+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005089.json b/train/side/render_params/005089.json
new file mode 100644
index 0000000000000000000000000000000000000000..a90a024a732a6b46667e4e1a437ca528776d1674
--- /dev/null
+++ b/train/side/render_params/005089.json
@@ -0,0 +1,214 @@
+{
+  "camera": {
+    "location": [
+      0.9052104225348347,
+      -0.30637606428363734,
+      0.411570904156307
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+      1.217459701501336
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+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
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+    "use_presets": true,
+    "face_expression": "angry",
+    "body_pose": "neutral",
+    "face_expr_id": "02",
+    "pose_id": "02",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
+    "preset": "outdoor",
+    "lights": [
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+          0.918394515736572
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+        "color": [
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+        "shape": "DISK",
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+      }
+    ]
+  },
+  "hair_geometry": {
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+    "segments": 8,
+    "sample_ratio": 1.0
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+  "render_settings": {
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+      "denoiser": "OPTIX",
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+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
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+      "samples": 128,
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+      "transparent_background": false,
+      "file_format": "PNG",
+      "color_depth": "8",
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+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": false,
+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
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+      0.5,
+      0.3
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+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
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+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
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+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005148.json b/train/side/render_params/005148.json
new file mode 100644
index 0000000000000000000000000000000000000000..d99db40a665a6f357599fcd91c4ad3625305cbdb
--- /dev/null
+++ b/train/side/render_params/005148.json
@@ -0,0 +1,214 @@
+{
+  "camera": {
+    "location": [
+      -0.6163459963307207,
+      -0.7171496247030981,
+      0.4700747321223305
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+    "focal_length": 49.514236599207656,
+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
+    "body_type": "smplx",
+    "use_presets": true,
+    "face_expression": "neutral",
+    "body_pose": "neutral",
+    "face_expr_id": "01",
+    "pose_id": "03",
+    "body_mesh_path": null,
+    "texture": {
+      "add_skin": false,
+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
+    "preset": "outdoor",
+    "lights": [
+      {
+        "type": "SUN",
+        "location": [
+          0.0,
+          0.0,
+          5.0
+        ],
+        "rotation": [
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+          1.1746918354799056
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+        "energy": 3.5628505044630856,
+        "color": [
+          1.0,
+          0.7070224887670792,
+          0.45617080470656396
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+      },
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+          0.38580424105210853,
+          0.14608661739305084,
+          3.7756359967656934
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+        "color": [
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+          0.5849590167649266
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+        "size": 6.8674360578515365,
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+      }
+    ]
+  },
+  "hair_geometry": {
+    "radius": 0.0004,
+    "segments": 8,
+    "sample_ratio": 1.0
+  },
+  "render_settings": {
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+      "samples": 512,
+      "min_adaptive_samples": 64,
+      "transparent_background": true,
+      "file_format": "PNG",
+      "color_depth": "8",
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+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": true,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": true,
+      "max_bounces": 12,
+      "diffuse_bounces": 4,
+      "glossy_bounces": 4,
+      "transmission_bounces": 12,
+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
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+      "samples": 128,
+      "min_adaptive_samples": 32,
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+      "file_format": "PNG",
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+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": false,
+      "enable_adaptive_subdivision": false,
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+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
+      0.8,
+      0.5,
+      0.3
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+    "root_darkness_strength": 0.12049647031970545,
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+    "root_darkness_end": 0.3687673102377597,
+    "material_melanin_amount": 0.3245711647071229,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
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+    "bsdf_radial_roughness": 0.25698422773828167,
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+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
+      0.0,
+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005219.json b/train/side/render_params/005219.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f74a26249d347c8f8d5834eb4aa421cce5eb5f6
--- /dev/null
+++ b/train/side/render_params/005219.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
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+      -0.2609397431725195,
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+    "ortho_scale": null
+  },
+  "body": {
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+    "face_expression": "angry",
+    "body_pose": "neutral",
+    "face_expr_id": "01",
+    "pose_id": "06",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+      "view_transform": "Filmic",
+      "look": "None",
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+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
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+      0.5,
+      0.3
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+    "melanin_random_from_max": 1.0,
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+    "bsdf_melanin_redness": 0.0,
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+    "viewport_metallic": 0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
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+    ],
+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
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+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
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+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005236.json b/train/side/render_params/005236.json
new file mode 100644
index 0000000000000000000000000000000000000000..91a186667307b13f420beeab1b266dd6a108726e
--- /dev/null
+++ b/train/side/render_params/005236.json
@@ -0,0 +1,261 @@
+{
+  "camera": {
+    "location": [
+      -0.8153146590984036,
+      -0.0954227684204383,
+      0.4179483052740142
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+    "rotation": [
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+      4.828140680861828
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+    "focal_length": 50.68028219036072,
+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
+    "body_type": "smplx",
+    "use_presets": true,
+    "face_expression": "surprise",
+    "body_pose": "neutral",
+    "face_expr_id": "03",
+    "pose_id": "05",
+    "body_mesh_path": null,
+    "texture": {
+      "add_skin": false,
+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
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+    "lights": [
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+          -2.571218550763096,
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+      },
+      {
+        "type": "AREA",
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+          -0.05528622371620706,
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+        "color": [
+          1.0,
+          0.9665274074852741,
+          0.9308555871387969
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+        "shape": "DISK",
+        "size": 3.5374656062572414,
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+      }
+    ]
+  },
+  "hair_geometry": {
+    "radius": 0.0004,
+    "segments": 8,
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+  },
+  "render_settings": {
+    "hair": {
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+      "samples": 512,
+      "min_adaptive_samples": 64,
+      "transparent_background": true,
+      "file_format": "PNG",
+      "color_depth": "8",
+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": true,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": true,
+      "max_bounces": 12,
+      "diffuse_bounces": 4,
+      "glossy_bounces": 4,
+      "transmission_bounces": 12,
+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
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+      "samples": 128,
+      "min_adaptive_samples": 32,
+      "transparent_background": false,
+      "file_format": "PNG",
+      "color_depth": "8",
+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": false,
+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
+      0.8,
+      0.5,
+      0.3
+    ],
+    "root_darkness_strength": 0.13815987968478982,
+    "root_darkness_start": 0.20096700405118112,
+    "root_darkness_end": 0.5795409192282711,
+    "material_melanin_amount": 0.5540555874682451,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
+    "bsdf_roughness": 0.19145464582431368,
+    "bsdf_radial_roughness": 0.17959530504879506,
+    "bsdf_random_roughness": 0.22,
+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
+      0.0,
+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005369.json b/train/side/render_params/005369.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f968b35a6a39167fa816a2ea7ef51ef4ede5b61
--- /dev/null
+++ b/train/side/render_params/005369.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
+    "location": [
+      0.8187560446410319,
+      -0.026246337757302386,
+      0.4356781741625393
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+    "rotation": [
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+      1.515705908556803
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+    "focal_length": 49.488858692271656,
+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
+    "body_type": "smplx",
+    "use_presets": true,
+    "face_expression": "surprise",
+    "body_pose": "neutral",
+    "face_expr_id": "02",
+    "pose_id": "04",
+    "body_mesh_path": null,
+    "texture": {
+      "add_skin": false,
+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "male",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
+    "preset": "natural",
+    "lights": [
+      {
+        "type": "AREA",
+        "location": [
+          -1.6375454300102321,
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+          0.8108580734706036
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+        "shape": "RECTANGLE",
+        "size": 3.776606071551935,
+        "size_y": 4.704344468144083
+      },
+      {
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+          0.1935468926073379
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+          1.17403786858458
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+        "energy": 83.33572315990529,
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+          1.0,
+          0.844434153370491,
+          0.7195284330991613
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+        "shape": "SQUARE",
+        "size": 2.8821745630880353,
+        "size_y": null
+      }
+    ]
+  },
+  "hair_geometry": {
+    "radius": 0.0004,
+    "segments": 8,
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+  },
+  "render_settings": {
+    "hair": {
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+      "samples": 512,
+      "min_adaptive_samples": 64,
+      "transparent_background": true,
+      "file_format": "PNG",
+      "color_depth": "8",
+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": true,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": true,
+      "max_bounces": 12,
+      "diffuse_bounces": 4,
+      "glossy_bounces": 4,
+      "transmission_bounces": 12,
+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
+      "resolution": 1024,
+      "samples": 128,
+      "min_adaptive_samples": 32,
+      "transparent_background": false,
+      "file_format": "PNG",
+      "color_depth": "8",
+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": false,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": false,
+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
+      0.8,
+      0.5,
+      0.3
+    ],
+    "root_darkness_strength": 0.19231707727114566,
+    "root_darkness_start": 0.2257345201517792,
+    "root_darkness_end": 0.7662608118728349,
+    "material_melanin_amount": 0.6365371763834475,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
+    "bsdf_roughness": 0.19351902275851698,
+    "bsdf_radial_roughness": 0.23419350401749883,
+    "bsdf_random_roughness": 0.22,
+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
+      0.0,
+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005470.json b/train/side/render_params/005470.json
new file mode 100644
index 0000000000000000000000000000000000000000..3339234dd83a810fa4ba6cdfd0c0ff7f9429db1d
--- /dev/null
+++ b/train/side/render_params/005470.json
@@ -0,0 +1,261 @@
+{
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+    "face_expression": "happy",
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+      "gender": "female",
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+      "look": "None",
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+      "type": "segmentation"
+    }
+  },
+  "render_types": [
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+    "segmentation"
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+    "coat_weight": 0.08,
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+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
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+  "npr_depth_material": {
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+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005478.json b/train/side/render_params/005478.json
new file mode 100644
index 0000000000000000000000000000000000000000..067172c30714fda30b78e6b9ec31d4df9cdc02f2
--- /dev/null
+++ b/train/side/render_params/005478.json
@@ -0,0 +1,261 @@
+{
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+    "ortho_scale": null
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+  "body": {
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+    "face_expression": "surprise",
+    "body_pose": "neutral",
+    "face_expr_id": "04",
+    "pose_id": "03",
+    "body_mesh_path": null,
+    "texture": {
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+      "add_garments": true,
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+      "gender": "female",
+      "apply_subdivision": false,
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+  "lighting": {
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+    }
+  },
+  "render_types": [
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+  "photorealistic_hair_material": {
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+  "npr_segmentation_material": {
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+    "use_backface_culling": true,
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+  "npr_depth_material": {
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+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005768.json b/train/side/render_params/005768.json
new file mode 100644
index 0000000000000000000000000000000000000000..c71de0dade6ffaa1fe555d2f33cf7c5f015ae111
--- /dev/null
+++ b/train/side/render_params/005768.json
@@ -0,0 +1,261 @@
+{
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+    "face_expression": "disgust",
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+      "gender": "female",
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+    "segmentation"
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+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
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+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
+    "subsurface_scale": 0.12,
+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
+      0.0,
+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
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+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file
diff --git a/train/side/render_params/005909.json b/train/side/render_params/005909.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fc3df8ec778a8496275d15a1e03d4d3ce27f457
--- /dev/null
+++ b/train/side/render_params/005909.json
@@ -0,0 +1,217 @@
+{
+  "camera": {
+    "location": [
+      0.7859118719922075,
+      -0.2111215798623114,
+      0.4416922035291151
+    ],
+    "rotation": [
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+      -0.015285874848781876,
+      1.283837462891496
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+    "focal_length": 51.07957072398372,
+    "camera_type": "PERSP",
+    "clip_start": 0.01,
+    "clip_end": 100.0,
+    "ortho_scale": null
+  },
+  "body": {
+    "body_type": "smplx",
+    "use_presets": true,
+    "face_expression": "angry",
+    "body_pose": "neutral",
+    "face_expr_id": "02",
+    "pose_id": "03",
+    "body_mesh_path": null,
+    "texture": {
+      "add_skin": false,
+      "add_garments": true,
+      "add_eyes": true,
+      "gender": "female",
+      "apply_subdivision": false,
+      "subdivision_levels": 2,
+      "subdivision_render_levels": 2
+    }
+  },
+  "lighting": {
+    "preset": "natural",
+    "lights": [
+      {
+        "type": "AREA",
+        "location": [
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+          1.5648139479167278,
+          0.14673303311242447
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+        "energy": 282.5142572867159,
+        "color": [
+          1.0,
+          0.9358644216326166,
+          0.8792323350942507
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+        "shape": "RECTANGLE",
+        "size": 3.1499878234769927,
+        "size_y": 3.9080702786542965
+      },
+      {
+        "type": "AREA",
+        "location": [
+          2.5349581455051777,
+          0.1704346896940706,
+          0.05845043045281201
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+        "rotation": [
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+          1.2888410941226864
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+        "color": [
+          1.0,
+          0.8900417850057463,
+          0.8003806213972952
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+        "shape": "SQUARE",
+        "size": 2.929315184806975,
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+      }
+    ]
+  },
+  "hair_geometry": {
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+    "segments": 8,
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+  },
+  "render_settings": {
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+      "samples": 512,
+      "min_adaptive_samples": 64,
+      "transparent_background": true,
+      "file_format": "PNG",
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+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
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+      "enable_adaptive_sampling": true,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": true,
+      "max_bounces": 12,
+      "diffuse_bounces": 4,
+      "glossy_bounces": 4,
+      "transmission_bounces": 12,
+      "volume_bounces": 4,
+      "transparent_max_bounces": 8,
+      "view_transform": "Filmic",
+      "look": "None",
+      "type": "hair"
+    },
+    "segmentation": {
+      "resolution": 1024,
+      "samples": 128,
+      "min_adaptive_samples": 32,
+      "transparent_background": false,
+      "file_format": "PNG",
+      "color_depth": "8",
+      "compression": 0,
+      "use_denoising": true,
+      "denoiser": "OPTIX",
+      "use_persistent_data": false,
+      "enable_adaptive_sampling": false,
+      "enable_adaptive_subdivision": false,
+      "enable_fast_gi": false,
+      "max_bounces": 0,
+      "diffuse_bounces": 0,
+      "glossy_bounces": 0,
+      "transmission_bounces": 0,
+      "volume_bounces": 0,
+      "transparent_max_bounces": 8,
+      "view_transform": "Standard",
+      "look": "None",
+      "quality": 100,
+      "type": "segmentation"
+    }
+  },
+  "render_types": [
+    "hair",
+    "segmentation"
+  ],
+  "photorealistic_hair_material": {
+    "tip_color": [
+      0.8,
+      0.5,
+      0.3
+    ],
+    "root_darkness_strength": 0.1621985028792129,
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+    "root_darkness_end": 0.530081423638072,
+    "material_melanin_amount": 0.28897099650156705,
+    "melanin_variation_strength": 0.18,
+    "melanin_random_from_min": 0.0,
+    "melanin_random_from_max": 1.0,
+    "melanin_minimum": 0.02,
+    "bsdf_melanin_redness": 0.0,
+    "bsdf_roughness": 0.24870373916512278,
+    "bsdf_radial_roughness": 0.2989602499548121,
+    "bsdf_random_roughness": 0.22,
+    "bsdf_coat": 0.0,
+    "bsdf_ior": 1.55,
+    "bsdf_offset": 2.0,
+    "bsdf_random_seed": 0.0,
+    "viewport_metallic": 0.5,
+    "viewport_roughness": 0.304,
+    "blend_method": "OPAQUE"
+  },
+  "photorealistic_body_material": {
+    "base_color": [
+      0.63,
+      0.44,
+      0.38,
+      1.0
+    ],
+    "subsurface_weight": 0.25,
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+    "subsurface_method": "RANDOM_WALK_SKIN",
+    "roughness": 0.34,
+    "ior": 1.45,
+    "specular_ior_level": 0.5,
+    "coat_weight": 0.08,
+    "coat_roughness": 0.12,
+    "blend_method": "OPAQUE"
+  },
+  "npr_segmentation_material": {
+    "hair_color": [
+      1.0,
+      0.0,
+      0.0
+    ],
+    "body_color": [
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+      1.0,
+      0.0
+    ],
+    "gamma": 2.2,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_depth_material": {
+    "depth_range_min": 0.0,
+    "depth_range_max": 3.0,
+    "output_min": 1.0,
+    "output_max": 0.0,
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  },
+  "npr_strand_material": {
+    "vertex_color_layer": "Col",
+    "use_backface_culling": true,
+    "blend_method": "OPAQUE"
+  }
+}
\ No newline at end of file