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+# Visual Jenga Datasets
+
+This directory contains the original datasets for [Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting](https://visualjenga.github.io/). Visual Jenga is a novel scene understanding task that involves progressively removing objects from a single image one at a time while keeping the rest of the scene stable. This process reveals object dependencies and provides a new way to evaluate grounded scene understanding by systematically exploring which objects can be removed while preserving scene coherence in both physical and geometric sense.
+
+## Datasets Overview
+
+### 1. ClutteredParse
+- **Directory**: `clutteredparse/`
+- **Samples**: 40 scenes
+- **Structure**: Each subdirectory contains:
+  - `img.*` - Original scene image (various formats: jpg, jpeg, webp)
+  - `A.png` - Mask showing objects to remove (before)
+  - `B.png` - Mask showing objects after removal (after)
+- **Visualization**: [dataset_clutteredparse.html](dataset_clutteredparse.html)
+
+### 2. COCO
+- **Directory**: `coco/`
+- **Samples**: 200 scenes
+- **Structure**: Each subdirectory (numbered 000-199) contains:
+  - `img.*` - Original scene image (jpeg format)
+  - `A.png` - Mask showing objects to remove (before)
+  - `B.png` - Mask showing objects after removal (after)
+- **Visualization**: [dataset_coco.html](dataset_coco.html)
+
+### 3. Full Scene Decom
+- **Directory**: `full_scene_decom/`
+- **Samples**: 56 images
+- **Structure**: Flat directory with sequentially numbered images (00-55) in various formats (jpg, png, jpeg, webp, avif)
+- **Purpose**: Scene decomposition visualization showing progressive scene breakdown
+- **Visualization**: [dataset_full_scene_decom.html](dataset_full_scene_decom.html)
+
+### 4. NYU
+- **Directory**: `nyu/`
+- **Samples**: 668 scenes
+- **Structure**: Each subdirectory contains:
+  - `img.*` - Original scene image (jpg format)
+  - `A.png` - Mask showing objects to remove (before)
+  - `B.png` - Mask showing objects after removal (after)
+  - `scene_graph.jpg` or `scene_graph.png` - Scene graph visualization
+- **Visualization**: [dataset_nyu.html](dataset_nyu.html)
+
+## File Structure
+
+```
+originals/
+├── clutteredparse/          # ClutteredParse dataset
+│   ├── 01/
+│   │   ├── img.jpg
+│   │   ├── A.png
+│   │   └── B.png
+│   ├── 02/
+│   └── ...
+├── coco/                     # COCO dataset
+│   ├── 000/
+│   │   ├── img.jpeg
+│   │   ├── A.png
+│   │   └── B.png
+│   ├── 001/
+│   └── ...
+├── full_scene_decom/         # Full Scene Decom dataset
+│   ├── 00.jpg
+│   ├── 01.png
+│   └── ...
+├── nyu/                      # NYU dataset
+│   ├── 10_0/
+│   │   ├── img.jpg
+│   │   ├── A.png
+│   │   ├── B.png
+│   │   └── scene_graph.jpg
+│   └── ...
+├── dataset_clutteredparse.html
+├── dataset_coco.html
+├── dataset_full_scene_decom.html
+├── dataset_nyu.html
+└── README.md
+```
+
+## Visualizations
+
+Interactive HTML visualizations are available for each dataset:
+
+- **[ClutteredParse Visualization](dataset_clutteredparse.html)** - Browse all 40 scenes with before/after masks
+- **[COCO Visualization](dataset_coco.html)** - Browse all 200 scenes with before/after masks
+- **[Full Scene Decom Visualization](dataset_full_scene_decom.html)** - Browse all 56 scene decomposition images
+- **[NYU Visualization](dataset_nyu.html)** - Browse all 668 scenes with before/after masks and scene graphs
+
+## Dataset Statistics
+
+| Dataset | Scenes | Total Files | Image Formats |
+|---------|--------|-------------|---------------|
+| ClutteredParse | 40 | 120 | jpg, jpeg, webp, png |
+| COCO | 200 | 600 | jpeg, png |
+| Full Scene Decom | 56 | 56 | jpg, png, jpeg, webp, avif |
+| NYU | 668 | 2,672 | jpg, png |
+
+## Usage
+
+Each dataset can be used independently for:
+- Object removal research
+- Scene understanding tasks
+- Mask generation evaluation
+- Scene graph analysis (NYU dataset)
+
+## Notes
+
+- All images maintain their original formats and quality
+- Mask files (A.png, B.png) are provided in PNG format for transparency support
+- Scene graphs are available only in the NYU dataset
+- The Full Scene Decom dataset uses a flat structure with sequential numbering
+