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README.md

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 ![camera map collage](analysis/GPIC-Camera.png)
 
 Per-image camera parameter annotations for the **GPIC** dataset
-(train / test / val; train = 8,000 shards, test = 1,000,000 images, val = 200,000 images), captioned by the [**Puffin-World**](https://github.com/KangLiao929/Puffin) model. More captioned datasets are provided in our [Puffin-16M](https://kangliao929.github.io/projects/puffin-16m/) website.
+(train / test / val; train = 8,000 shards, test = 1,000,000 images, val = 200,000 images), captioned by the [**Puffin-World**](https://github.com/KangLiao929/Puffin) model. More captioned datasets are provided in our [**Puffin-16M**](https://kangliao929.github.io/projects/puffin-16m/) website.
 
 The collage above visualizes the camera maps on sample images — each
 pair shows the **up field** (green arrows: the projected gravity-up direction)