Datasets:
feat: add Parquet exports w/ images
Browse files- combine_2_skill/distance_and_counting.parquet +3 -0
- combine_2_skill/distance_and_size.parquet +3 -0
- combine_2_skill/position_and_counting.parquet +3 -0
- prepare_parquet.py +32 -0
- reasoning/object_manipulation.parquet +3 -0
- reasoning/object_occlusion.parquet +3 -0
- single_skill/counting_only-paired-distance_and_counting.parquet +3 -0
- single_skill/counting_only-paired-position_and_counting.parquet +3 -0
- single_skill/distance_only.parquet +3 -0
- single_skill/position_only.parquet +3 -0
- single_skill/size_only.parquet +3 -0
combine_2_skill/distance_and_counting.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:882de9d140d9560af8142a624e1bd3bd391fd3d14c84018cf67fa7ad3f495512
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size 5929641
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combine_2_skill/distance_and_size.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:fbe849bfe39ab549215dab71ecdbcbba28e7af9475b81b300a9259a84e160aec
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size 8972471
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combine_2_skill/position_and_counting.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:c4abf6002c5e1839fe9a48fd997905789a74de43a1f81aa2c9627b31375f6bae
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size 5636949
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prepare_parquet.py
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import pandas as pd
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from pandas_image_methods import PILMethods
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from pathlib import Path
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SKILLS = {
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"single_skill/counting_only-paired-distance_and_counting": "Counting (w/ Distance)",
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"single_skill/counting_only-paired-position_and_counting": "Counting (w/ Position)",
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"single_skill/distance_only": "Distance",
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"single_skill/position_only": "Position",
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"single_skill/size_only": "Size",
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"combine_2_skill/distance_and_counting": "Distance + Counting",
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"combine_2_skill/distance_and_size": "Distance + Size",
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"combine_2_skill/position_and_counting": "Position + Counting",
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"reasoning/object_manipulation": "Object Manipulation",
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"reasoning/object_occlusion": "Object Occlusion",
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}
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pd.api.extensions.register_series_accessor("pil")(PILMethods)
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for skill in SKILLS.keys():
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print(skill)
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fn_json = f"eval_datasets/coco_test2017_annotations/{skill}.json"
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df = pd.read_json(fn_json)
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df["image"] = df["metadata"].map(
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lambda dict: f"eval_datasets/coco_test2017/{dict['source_img_id']:0>12}.jpg"
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).pil.open()
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fn_parquet = f"eval_datasets/coco_test2017_annotations_hf/{skill}.parquet"
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Path(fn_parquet).parent.mkdir(parents=True, exist_ok=True)
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df.to_parquet(fn_parquet)
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reasoning/object_manipulation.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:6d4ce810fa17377fa5851e71f8cdeedb4729cfc8875b856162377b7dcd4ba12e
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size 9003305
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reasoning/object_occlusion.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:2481acf2f36cd02fd2a9c59deb1fccc4ecf53bc7b1122e14bb2be6cbe625299c
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size 10447177
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single_skill/counting_only-paired-distance_and_counting.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:3f0af2709d0a70c3b1d5b07d3c9ef8d26fb10614899db0562af2d24a73d28b65
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size 5927380
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single_skill/counting_only-paired-position_and_counting.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:36e278a15377b9d25c085949c0222c289626ac7cfbe9552d1be888cc4da842ae
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size 5633987
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single_skill/distance_only.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:934c418690dd9e2a94640d04216f889e468054b55301a5d5a0046b73cd9e3c05
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size 11326827
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single_skill/position_only.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:5143ec13c13d8f703afedbd772d7c59ef7d8a9865225180a65c77aff81956ebe
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size 11128463
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single_skill/size_only.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d7a2f0cc1516ed3bedd91af04e6a2625d6c9ce53c7b17d28b0e1a1a1713bf72
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size 10171358
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