Dataset · Hugging Face

tanishas14/benvqa-shards

Name: benvqa-shards
Creator: tanishas14
License: cdla-permissive-1.0
Keywords: license:cdla-permissive-1.0, size_categories:100K<n<1M, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2603.29630, region:us

benvqa shards Per-image Parquet shards for training vision-language models on BigEarthNet.txt. One row = one image: a 12-channel uint8 cube (Sentinel-2 B02 B03 B04 B05 B06 B07 B08 B8A B11 B12 + Sentinel-1 VV VH, 120x120 px at 10 m) plus all of its binary / MCQ / caption annotations (JSON) and its bounding-box annotations (JSON, separate column). Built by benvqa.data.build_shards from BigEarthNet.txt annotations (BIFOLD, CDLA-Permissive-1.0), and BigEarthNet v2.0 imagery, Zenodo… See the full description on the dataset page: https://huggingface.co/datasets/tanishas14/benvqa-shards.

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Author / organization	tanishas14
License (as declared)	cdla-permissive-1.0
Downloads	429 (as reported by Hugging Face)
Likes	0
Created	11 October 2026
Last updated at source	12 October 2026

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BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth ObservationPaper · cites

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BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth ObservationPaper

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