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Data · dataset · 2022

csarron/4m-img-caps

Listed in Hugging Face Datasets

Description

see read_pyarrow.py for how to read one pyarrow file. example PyTorch dataset: from torch.utils.data import Dataset class ImageCaptionArrowDataset(Dataset): def __init__( self, dataset_file, tokenizer, ): import pyarrow as pa data = [pa.ipc.open_file(pa.memory_map(f, "rb")).read_all() for f in glob.glob(dataset_file)] self.data = pa.concat_tables(data) # do other initialization, like init image preprocessing fn, def… See the full description on the dataset page: huggingface.co/datasets/csarron/4m-img-caps.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 75%
Provenance · 1 source records, 8 field assertions
SourceKeyLast seenRaw
Hugging Face Datasetscsarron/4m-img-caps13 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · Hugging Faceconnector:huggingface@1.0.0/gated
concepts[field].local:field:computer-science-aimapping · Hugging Faceconnector:huggingface@1.0.0
concepts[modality].local:modality:imageenrichment · Hugging Facekeyword-concept-rules@1.0.0title+description (75%)
created_datesource · Hugging Faceconnector:huggingface@1.0.0
descriptionsource · Hugging Faceconnector:huggingface@1.0.0/description
publication_datesource · Hugging Faceconnector:huggingface@1.0.0
titlesource · Hugging Faceconnector:huggingface@1.0.0/id
updated_datesource · Hugging Faceconnector:huggingface@1.0.0