Datasets:
feat(README): add usage instructions
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README.md
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<img src="https://cdn-uploads.huggingface.co/production/uploads/66178f9809f891c11c213a68/g0___KuwnEJ37i6-W96Ru.png" alt="SPHERE dataset examples" width="400"/>
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</p>
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## Dataset
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## Dataset Structure
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- `source_img_id`: Source image ID in [MS COCO-2017](https://cocodataset.org).
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- `skill`: For reasoning tasks, a list of skills tested by the question, e.g. "count", "dist" (distance), "pos" (position), "shape", "size", "vis" (visual).
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## Licensing Information
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Please note that the images are subject to the [Terms of Use of MS COCO-2017](https://cocodataset.org/#termsofuse):
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<img src="https://cdn-uploads.huggingface.co/production/uploads/66178f9809f891c11c213a68/g0___KuwnEJ37i6-W96Ru.png" alt="SPHERE dataset examples" width="400"/>
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</p>
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## Dataset Usage
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To use this dataset, run the following:
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```python
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from datasets import load_dataset
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dataset = load_dataset("wei2912/SPHERE-VLM", "counting_only-paired-distance_and_counting")
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```
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where the second argument to `load_dataset` is the subset of your choice (see [Dataset Structure](#dataset-structure)).
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## Dataset Structure
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- `source_img_id`: Source image ID in [MS COCO-2017](https://cocodataset.org).
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- `skill`: For reasoning tasks, a list of skills tested by the question, e.g. "count", "dist" (distance), "pos" (position), "shape", "size", "vis" (visual).
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## Dataset Preparation
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This version of the dataset was prepared by combining the [JSON annotations](https://github.com/zwenyu/SPHERE-VLM/tree/main/eval_datasets/coco_test2017_annotations) with the corresponding images from [MS COCO-2017](https://cocodataset.org).
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The script used can be found at `prepare_parquet.py`, to be executed in the root of [our GitHub repository](https://github.com/zwenyu/SPHERE-VLM).
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## Licensing Information
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Please note that the images are subject to the [Terms of Use of MS COCO-2017](https://cocodataset.org/#termsofuse):
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