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README.md
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path: data/scene1-*
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- split: scene2
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path: data/scene2-*
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- split: fall
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path: data/fall-*
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- split: refraction
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path: data/slope-*
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- split: spring
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path: data/spring-*
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- split: scene4
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path: data/scene4-*
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- split: scene3
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path: data/scene3-*
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dataset_info:
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features:
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- name: image
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- name: metavalue
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dtype: string
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splits:
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- name: scene2
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num_bytes: 17012072040.0
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num_examples: 11736
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num_examples: 11736
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- name: scene4
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num_bytes: 22975825871.388
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num_examples: 3556
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num_examples:
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---
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# Physics Pictures Dataset
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- **Columns**: image, render_path, metavalue
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- **Columns**: image, render_path, metavalue
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- **Columns**: image, render_path, metavalue
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## Spring
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- **Examples**: 40000
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- **Columns**: image, render_path, metavalue
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path: data/scene1-*
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- split: scene2
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path: data/scene2-*
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- split: scene3
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path: data/scene3-*
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- split: scene4
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path: data/scene4-*
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- split: fall
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path: data/fall-*
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- split: refraction
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path: data/slope-*
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- split: spring
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path: data/spring-*
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dataset_info:
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features:
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- name: image
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- name: metavalue
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dtype: string
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splits:
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- name: scene1
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num_examples: 11736
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num_bytes: 19942310778.0
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- name: scene2
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num_examples: 11736
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num_bytes: 17009899490.0
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- name: scene3
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num_examples: 11736
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num_bytes: 22456754445.0
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- name: scene4
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num_examples: 3556
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num_bytes: 22976022064.0
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- name: fall
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num_examples: 40000
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num_bytes: 10915924301.0
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- name: refraction
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num_examples: 40000
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num_bytes: 10709791288.0
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- name: slope
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num_examples: 40000
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num_bytes: 16693093236.0
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- name: spring
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num_examples: 40000
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num_bytes: 15431950241.0
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download_size: 136135745843.0
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dataset_size: 136135745843.0
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---
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# CausalVerse Image Dataset
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This dataset contains **two families of splits**:
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- **Physics splits**: `Fall`, `Refraction`, `Slope`, `Spring`
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- **Static image generation**: `scene1`, `scene2`, `scene3`, `scene4`
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All splits share the same columns:
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- `image` (binary image; `datasets.Image`)
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- `render_path` (string; original image filename/path)
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- `metavalue` (string; per-sample metadata; schema varies by split)
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## Sizes (from repository files)
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- `scene1`: 11,736 examples — ~19.94 GB
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- `scene2`: 11,736 examples — ~17.01 GB
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- `scene3`: 11,736 examples — ~22.46 GB
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- `scene4`: 3,556 examples — ~22.98 GB
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- `fall`: 40,000 examples — ~10.92 GB
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- `refraction`: 40,000 examples — ~10.71 GB
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- `slope`: 40,000 examples — ~16.69 GB
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- `spring`: 40,000 examples — ~15.43 GB
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> Notes:
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> - `metavalue` is **split-specific** (e.g., `fall` uses keys like `id,h1,r,u,h2,view`, while `scene*` have attributes like `domain,age,gender,...`).
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> - If you only need a portion, consider slicing (e.g., `split="fall[:1000]"`) or streaming to reduce local footprint.
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## Loading examples
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```python
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from datasets import load_dataset
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# Physics split
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ds_fall = load_dataset("CausalVerse/CausalVerse_Image", split="fall")
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# Scene split
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ds_s1 = load_dataset("CausalVerse/CausalVerse_Image", split="scene1")
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