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mscoco-1st-caption

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add script

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README.md CHANGED
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1
  ---
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  license: cc-by-4.0
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  ---
 
 
 
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  ---
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  license: cc-by-4.0
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  ---
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+
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+ To reproduce, run `download.sh`
download.sh ADDED
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+ wget https://huggingface.co/datasets/ChristophSchuhmann/MS_COCO_2017_URL_TEXT/resolve/main/mscoco.parquet
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+
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+ python first_caption_only.py
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+
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+ img2dataset --url_list mscoco-1st-caption.parquet --input_format "parquet" --url_col "URL" --caption_col "TEXT" --output_format webdataset --output_folder . --processes_count 16 --thread_count 64 --image_size 256
first_caption_only.py ADDED
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+ import pandas as pd
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+
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+ df = pd.read_parquet('mscoco.parquet')
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+ first_caps = df.drop_duplicates(subset='URL', keep='first')
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+ first_caps.to_parquet('mscoco-1st-caption.parquet')
requirements.txt ADDED
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+ img2dataset==1.28.0
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+ pandas==1.4.1