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README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+# PixMo-Points
+PixMo-Points is a dataset of images paired with referring expressions and points marking the locations the
+referring expression refers to the image. It was collect using human annotators and contain a diverse 
+range of points and expressions, with many high-frequency (10+) expression.
+
+PixMo-Points is a part of the [PixMo dataset collection](https://huggingface.co/collections/allenai/pixmo-674746ea613028006285687b) and was used to 
+provide the pointing capabilities of the [Molmo family of models](https://huggingface.co/collections/allenai/molmo-66f379e6fe3b8ef090a8ca19)
+
+Quick links:
+- 📃 [Paper](https://molmo.allenai.org/paper.pdf)
+- 🎥 [Blog with Videos](https://molmo.allenai.org/blog)
+
+
+## Loading
+```python
+pixmo_points_dataset = datasets.load_dataset("allenai/pixmo-points")
+```
+
+## Data Format
+Images are stored as URLs that will need to be downloaded separately. 
+Image hashes are included to support double-checking that the downloaded image matches the annotated image. 
+It can be checked like this:
+
+```
+```