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remote-sensing-sft-data

Hugging Face dataset Qingyun/remote-sensing-sft-data

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What's in it

Data offered docs-verified: remote sensing supervised fine-tuning (SFT) data · remote sensing image understanding · ultra-high-resolution image reasoning · oriented object detection · DOTA split (split_ss_dota) trainval images and annotations
Formats docs-verified: image · tar.gz (multi-part .partN archives)
Access docs-verified: Free under CC-BY-4.0 licence; requires a Hugging Face login and acceptance of the dataset conditions before files can be downloaded

Useful for

Use cases llm-inferred: Fine-tuning or benchmarking a vision-language model on remote sensing image Q&A · Evaluating ultra-high-resolution aerial image reasoning · Training or testing oriented object detection on aerial imagery (DOTA-based split)
Audience llm-inferred: ML engineers fine-tuning vision-language models · remote sensing researchers · GIS analysts with an academic or research remit

Limitations

Constraints llm-inferred: Released for academic and research use; the docs state it 'does not involve any commercial use', so consultancy commercial use needs checking against the source datasets' terms · Users must comply with the terms of use of the original source datasets · Global aerial imagery; no UK-specific coverage is stated · Large download (1.08 TB total) distributed as split archives that must be merged and extracted · Gated access requiring a Hugging Face account and accepted conditions

Licence: cc-by-4.0
Authentication: Unknown — review source docs
GitHub stars: Unknown
Last commit: Unknown
Last successful page check: 14/10/2026
Page health: healthy
Package: Not recorded
Verification: Not independently verified

Provenance & evidence

Verified 2026-10-15 via HF API: exists; 1804 downloads/30d, 6 likes.

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)

https://huggingface.co/datasets/Qingyun/remote-sensing-sft-data