Super-squash branch 'main' using huggingface_hub

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+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+pretty_name: IDEAL-Demo
+language:
+- en
+license: other
+task_categories:
+- image-to-text
+tags:
+- 3d-scene
+- sample
+- peer-review
+configs:
+- config_name: gt
+  data_files:
+  - split: train
+    path: "**/GT.json"
+---
+
+# IDEAL-Demo
+
+Representative sample for peer review of the full dataset **cyn-xyz/ideal_scenes_preprocessed**.
+
+## Full Dataset
+- https://huggingface.co/datasets/cyn-xyz/ideal_scenes_preprocessed
+
+## How This Sample Was Created
+- Sampling time: 2026-05-07 04:33:23 UTC
+- Source directory: local mirror of the full dataset downloaded from the URL above
+- Rule: for each scene type folder (bathroom, bedroom, classroom, diningroom, homestudio, kitchen, library, livingroom, meetingroom, office), randomly select **3** scene folders.
+
+## Quick Visual Examples
+
+![bathroom_s1365382471](bathroom/bathroom_s1365382471/color.png)
+![bedroom_s1410414708](bedroom/bedroom_s1410414708/color.png)
+![classroom_s2110116307](classroom/classroom_s2110116307/color.png)
+![diningroom_s222352082](diningroom/diningroom_s222352082/color.png)
+![livingroom_s1635430172](livingroom/livingroom_s1635430172/color.png)
+![office_s1788978722](office/office_s1788978722/color.png)
+
+## File Structure
+
+Each sampled scene folder keeps the same structure as the full dataset.
+
+```text
+IDEAL-Demo/
+  <room_type>/
+    <scene_id>/
+      GT.json
+      color.png
+      instance_segmentation.png
+      metadata.json
+      scene.blend
+```
+
+- `GT.json`: structured scene annotation.
+- `color.png`: RGB render.
+- `instance_segmentation.png`: per-instance segmentation map.
+- `metadata.json`: rendering/camera/environment metadata.
+- `scene.blend`: source Blender scene file.

bathroom/bathroom_s1365382471/GT.json

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+{
+  "scene_id": "bathroom_s1365382471",
+  "scene": {
+    "room": {
+      "type": "bathroom",
+      "size": [
+        2.25,
+        2.38,
+        3.52
+      ],
+      "asset_count": 4
+    },
+    "objects": [
+      {
+        "id": "LargePlantContainerFactory(1791872).spawn_asset(8946072)",
+        "category": "large_plant_container",
+        "position": [
+          -0.64,
+          0.5,
+          0.5
+        ],
+        "dimensions": [
+          0.82,
+          0.84,
+          0.73
+        ],
+        "rotation_yaw": null
+      },
+      {
+        "id": "MirrorFactory(342267).spawn_asset(7576617)",
+        "category": "mirror",
+        "position": [
+          1.11,
+          0.04,
+          1.59
+        ],
+        "dimensions": [
+          0.74,
+          0.02,
+          1.21
+        ],
+        "rotation_yaw": 90
+      },
+      {
+        "id": "StandingSinkFactory(450053).spawn_asset(5874700)",
+        "category": "standing_sink",
+        "position": [
+          0.82,
+          -0.26,
+          0.55
+        ],
+        "dimensions": [
+          0.66,
+          0.47,
+          0.86
+        ],
+        "rotation_yaw": 90
+      },
+      {
+        "id": "ToiletFactory(8102966).spawn_asset(1378237)",
+        "category": "toilet",
+        "position": [
+          0.58,
+          0.62,
+          0.55
+        ],
+        "dimensions": [
+          0.5,
+          0.87,
+          0.84
+        ],
+        "rotation_yaw": 180
+      }
+    ]
+  }
+}

bathroom/bathroom_s1365382471/metadata.json

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+{
+  "scene_id": "bathroom_s1365382471",
+  "render": {
+    "resolution": [
+      1280,
+      720
+    ],
+    "mean_saturation": 0.2993,
+    "hue_std": 0.6305,
+    "mean_value": 0.4578,
+    "mean_gradient": 0.0121,
+    "entropy": 7.1396
+  },
+  "camera": {
+    "location": [
+      0.9155914783477783,
+      0.396236389875412,
+      1.991525650024414
+    ],
+    "rotation_euler": [
+      0.7793919444084167,
+      0.01974196918308735,
+      2.0255167484283447
+    ],
+    "rotation_unit": "radians",
+    "rotation_order": "XYZ",
+    "focal_length_mm": 15.0,
+    "sensor_width": 32.0,
+    "height": 1.99,
+    "distance_to_center": 1.0
+  },
+  "environment": {
+    "room_type": "bathroom",
+    "lighting": {
+      "light_count": 2,
+      "has_window": true
+    },
+    "materials": {
+      "floor": {
+        "base_color": [
+          0.8,
+          0.8,
+          0.8,
+          1.0
+        ],
+        "roughness": 0.5,
+        "metallic": 0.0,
+        "specular": 0.5
+      },
+      "wall": {
+        "base_color": [
+          0.8,
+          0.8,
+          0.8,
+          1.0
+        ],
+        "roughness": 0.5,
+        "metallic": 0.0,
+        "specular": 0.5
+      }
+    },
+    "has_mirror": true
+  },
+  "instance_map": {
+    "format": "grayscale_uint16",
+    "bits_per_channel": 16,
+    "background_value": 0,
+    "object_index_map": {
+      "1": "area_001",
+      "15": "b_ziercurve_001",
+      "21": "cube_001",
+      "23": "cube_001_001",
+      "30": "largeplantcontainerfactory_1791872_spawn_asset_8946072_001",
+      "32": "largeplantcontainerfactory_1791872_spawn_placeholder_8946072_001",
+      "38": "mirrorfactory_342267_spawn_asset_7576617_001",
+      "40": "mirrorfactory_342267_spawn_placeholder_7576617_001",
+      "26": "paneldoorfactory_9534098_spawn_asset_0_001",
+      "43": "plane_001",
+      "49": "standingsinkfactory_450053_spawn_asset_5874700_001",
+      "51": "standingsinkfactory_450053_spawn_placeholder_5874700_001",
+      "53": "toiletfactory_8102966_spawn_asset_1378237_001",
+      "55": "toiletfactory_8102966_spawn_placeholder_1378237_001",
+      "58": "windowfactory_46235_spawn_asset_0_001",
+      "3": "bathroom_0_0_001",
+      "5": "bathroom_0_0_ceiling_001",
+      "7": "bathroom_0_0_exterior_001",
+      "9": "bathroom_0_0_floor_001",
+      "11": "bathroom_0_0_meshed_001",
+      "13": "bathroom_0_0_wall_001",
+      "17": "camera_0_0_001",
+      "19": "camrig_0_001",
+      "25": "door_001",
+      "28": "infinigen_version_1_19_1_001",
+      "34": "living_ceiling_0_0_001",
+      "36": "living_ceiling_1_0_001",
+      "45": "skirtingboard_ceiling_001",
+      "47": "skirtingboard_support_001",
+      "57": "window_001"
+    }
+  }
+}

bathroom/bathroom_s1365382471/objects_in_view.json

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+{
+  "scene_id": "bathroom_s1365382471",
+  "categories_in_view_count": 3,
+  "categories_in_view": [
+    "large_plant_container",
+    "standing_sink",
+    "toilet"
+  ],
+  "objects_in_view_count": 3,
+  "objects": [
+    {
+      "id": "LargePlantContainerFactory(1791872).spawn_asset(8946072)",
+      "category": "large_plant_container",
+      "actual_pixels": 26938,
+      "truncation_ratio": 0.9985,
+      "near_edge": false
+    },
+    {
+      "id": "StandingSinkFactory(450053).spawn_asset(5874700)",
+      "category": "standing_sink",
+      "actual_pixels": 72826,
+      "truncation_ratio": 0.685,
+      "near_edge": false
+    },
+    {
+      "id": "ToiletFactory(8102966).spawn_asset(1378237)",
+      "category": "toilet",
+      "actual_pixels": 28118,
+      "truncation_ratio": 0.137,
+      "near_edge": true
+    }
+  ]
+}

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bathroom/bathroom_s1542379666/GT.json

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+  "scene_id": "bathroom_s1542379666",
+  "scene": {
+    "room": {
+      "type": "bathroom",
+      "size": [
+        2.25,
+        2.88,
+        3.4
+      ],
+      "asset_count": 4
+    },
+    "objects": [
+      {
+        "id": "LargePlantContainerFactory(1946984).spawn_asset(8412739)",
+        "category": "large_plant_container",
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+        "category": "mirror",
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+        "dimensions": [
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+        "rotation_yaw": 270
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+        "id": "StandingSinkFactory(9452723).spawn_asset(1099641)",
+        "category": "standing_sink",
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+        "rotation_yaw": 270
+      }
+    ]
+  }
+}

bathroom/bathroom_s1542379666/metadata.json

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+{
+  "scene_id": "bathroom_s1542379666",
+  "render": {
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+    "rotation_order": "XYZ",
+    "focal_length_mm": 15.0,
+    "sensor_width": 32.0,
+    "height": 1.97,
+    "distance_to_center": 1.2
+  },
+  "environment": {
+    "room_type": "bathroom",
+    "lighting": {
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+      "has_window": true
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+    "materials": {
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+  "instance_map": {
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+    "bits_per_channel": 16,
+    "background_value": 0,
+    "object_index_map": {
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+      "19": "cube_001",
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+      "30": "largeplantcontainerfactory_1946984_spawn_placeholder_8412739_001",
+      "36": "mesh_001_001",
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+      "40": "mirrorfactory_2185125_spawn_placeholder_5700257_001",
+      "24": "paneldoorfactory_6216413_spawn_asset_0_001",
+      "43": "plane_001",
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+      "58": "windowfactory_82352_spawn_asset_0_001",
+      "3": "bathroom_0_0_001",
+      "5": "bathroom_0_0_ceiling_001",
+      "7": "bathroom_0_0_exterior_001",
+      "9": "bathroom_0_0_floor_001",
+      "11": "bathroom_0_0_meshed_001",
+      "13": "bathroom_0_0_wall_001",
+      "15": "camera_0_0_001",
+      "17": "camrig_0_001",
+      "23": "door_001",
+      "26": "infinigen_version_1_19_1_001",
+      "32": "living_ceiling_0_0_001",
+      "34": "living_ceiling_1_0_001",
+      "45": "skirtingboard_ceiling_001",
+      "47": "skirtingboard_support_001",
+      "57": "window_001"
+    }
+  }
+}

bathroom/bathroom_s1542379666/objects_in_view.json

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+{
+  "scene_id": "bathroom_s1542379666",
+  "categories_in_view_count": 3,
+  "categories_in_view": [
+    "large_plant_container",
+    "mirror",
+    "standing_sink"
+  ],
+  "objects_in_view_count": 3,
+  "objects": [
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+      "near_edge": true
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+      "category": "standing_sink",
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+      "truncation_ratio": 0.9458,
+      "near_edge": false
+    }
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bathroom/bathroom_s863486315/GT.json

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+  "scene_id": "bathroom_s863486315",
+  "scene": {
+    "room": {
+      "type": "bathroom",
+      "size": [
+        2.75,
+        2.88,
+        3.58
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+      "asset_count": 6
+    },
+    "objects": [
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bathroom/bathroom_s863486315/metadata.json

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bedroom/bedroom_s1410414708/GT.json

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bedroom/bedroom_s1410414708/metadata.json

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bedroom/bedroom_s14704329/objects_in_view.json

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bedroom/bedroom_s14704330/GT.json

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classroom/classroom_s2110116307/metadata.json

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classroom/classroom_s2110116307/objects_in_view.json

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classroom/classroom_s2110116317/GT.json

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classroom/classroom_s2110116317/metadata.json

@@ -0,0 +1,185 @@
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+      "225": "windowfactory_98849_spawn_asset_1_001",
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+      "19": "classroom_0_0_exterior_001",
+      "21": "classroom_0_0_floor_001",
+      "23": "classroom_0_0_meshed_001",
+      "25": "classroom_0_0_wall_001",
+      "27": "classroom_ceiling_0_0_001",
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+      "31": "classroom_ceiling_1_0_001",
+      "33": "classroom_ceiling_1_1_001",
+      "35": "classroom_ceiling_2_0_001",
+      "37": "classroom_ceiling_2_1_001",
+      "43": "door_001",
+      "46": "infinigen_version_1_19_1_001",
+      "57": "skirtingboard_ceiling_001",
+      "59": "skirtingboard_support_001",
+      "221": "window_001",
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+    }
+  }
+}

classroom/classroom_s2110116317/objects_in_view.json

@@ -0,0 +1,299 @@
+{
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+  "categories_in_view_count": 3,
+  "categories_in_view": [
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+}

classroom/classroom_s2110116317/scene.blend

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+size 56893788