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Conceptual Captions — 5.3M Image–Caption Pairs

Millions of web images paired with natural-language captions, harvested and filtered from alt-text descriptions. A large-scale resource for training and evaluating image-captioning and vision-language models.

5,341,263 images·PARQUET·1 downloads
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Vessel Detection — Labeled Satellite Image Patches

1,920 validated satellite image patches labeled for maritime vessel detection, exported from a boat-detection review workflow. Each patch ships with Hugging Face image-folder-compatible metadata for object-detection and classification training.

1,920 images·PARQUET·2 downloads
images
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Global Wheat Full Semantic Organ Segmentation (GWFSS) v1.0

Labelled image dataset for semantic segmentation of wheat plant organs (canopy, leaves, stems, heads) across global field conditions. CC-BY-4.0, ~1K-10K images in parquet format.

1,096 images·PARQUET·1 downloads
images
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RxRx3-core — Phenomics Microscopy Image Challenge

Recursion's RxRx3-core phenomics dataset: labeled microscopy images of 735 genetic knockouts and 1,674 small-molecule perturbations drawn from RxRx3, released as a benchmark for cellular image representation learning.

1,335,606 images·PARQUET·1 downloads
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Pexels 568K Synthetic Captions (InternVL2-40B)

567,573 synthetic English captions for Pexels photos, generated with InternVL2-40B-AWQ and grounded with original tags. JSON format, ideal for text-to-image and image-to-text model training.

567,573 images·PARQUET·3 downloads
images
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American Sign Language (ASL) Video Dataset — 108K Videos, 2,208 Words

108,618 ASL gesture videos covering 2,208 distinct words (≥30 videos per word). MIT-licensed, preprocessed for ML training and gesture recognition.

47 images·PARQUET·1 downloads
images
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ShotBench: Cinematic Understanding Benchmark for VLMs

3,572 expert-level QA pairs over 3,049 images and 464 video clips from Oscar-nominated cinematography films, for evaluating cinematic understanding in vision-language models.

3,572 images·PARQUET·1 downloads
images
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UAVIT-1M: UAV Visual Instruction Tuning Dataset (1M+)

Largest instruction-tuning dataset for low-altitude UAV visual understanding, with 1M+ samples across 11 image- and region-level tasks. CC-BY-4.0.

1,240,666 images·PARQUET·4 downloads
images
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TextCaps (lmms-eval formatted)

Image captioning benchmark requiring OCR/text reading in images. Formatted by lmms-lab for one-click multimodal model evaluation. ~28K images with captions.

28,408 images·PARQUET·2 downloads
images
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Vero-600K: Multi-Task Visual Reasoning RL Dataset

600K curated reinforcement learning samples from 59 datasets across 6 visual reasoning categories for training and evaluating vision-language models.

606,000 images·PARQUET·1 downloads
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PubTabNet — 568K Table Images with HTML Annotations

568K+ scientific table images paired with HTML structure annotations, extracted from PubMed Central Open Access articles. Standard benchmark for image-based table recognition and document AI.

223,100 images·PARQUET·2 downloads
images
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EO-Data-1.5M: Interleaved Vision-Text-Action Dataset for Embodied AI

1.5M-sample interleaved vision-language-action dataset for embodied AI and robot learning, emphasizing temporal dynamics and causal dependencies across modalities. Apache-2.0 licensed, parquet format.

1,422,808 images·PARQUET·1 downloads
images
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FLUX-Reason-6M: 6M Reasoning-Focused Text-to-Image Dataset

6 million high-quality images synthesized by FLUX.1-dev with 20M bilingual (English/Chinese) descriptions, engineered to instill complex reasoning capabilities in text-to-image generative models.

5,890,279 images·PARQUET·1 downloads
images
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Text-to-Image 2M: Curated Text-Image Pair Training Dataset

~2M curated high-quality text-image pairs in webdataset format, designed for fine-tuning text-to-image generative models. MIT licensed.

10,000 images·PARQUET·1 downloads
images
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TreeOfLife-10M: 10M Biological Organism Images with Taxonomic Labels

Largest ML-ready dataset of biological organism images (10M+ images, 454K taxa) paired with taxonomic labels. Aggregates iNat21, BIOSCAN-1M, and Encyclopedia of Life. Used to train BioCLIP and similar vision-language models.

15,100 images·PARQUET·1 downloads
images
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MMFineReason-SFT-123K (Qwen3-VL-235B Thinking Traces)

123K hardest-7% multimodal reasoning samples with Qwen3-VL-235B chain-of-thought traces. Curated SFT subset of MMFineReason-1.8M where smaller models consistently fail. Apache-2.0, parquet, image+text.

122,603 images·PARQUET·2 downloads
images
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WorldCuisines VQA — Multilingual Multicultural Visual QA on Global Cuisines

Massive-scale multilingual, multicultural VQA benchmark covering global cuisines across 30 languages. NAACL 2025 Best Theme Paper. Images + text questions/answers for vision-language evaluation and fine-tuning.

1,152,000 images·PARQUET·1 downloads
images
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TreeOfLife-200M: Biodiversity Image Dataset (214M images, 952K taxa)

214M biology/species images across 952,257 taxa from GBIF, EOL, BIOSCAN-5M, and FathomNet. CC0 licensed, parquet format, ready for CV/CLIP training and zero-shot taxonomic classification.

213,937,319 images·PARQUET·2 downloads
images
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Nemotron VLM Dataset v2 (NVIDIA)

NVIDIA's large-scale vision-language training dataset (~9M samples) for VQA, image-text-to-text, video-text-to-text, and document understanding. CC-BY-4.0.

4,518,886 images·PARQUET·1 downloads
images
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FineVision — 24M-Sample Vision-Language Training Corpus

Massive open VLM training set: 17.3M images, 24.3M samples, 88.9M turns, 9.5B answer tokens. Parquet, multi-subset, ready for fine-tuning state-of-the-art vision-language models.

24,209,105 images·PARQUET·1 downloads
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ScaleEdit-12M: Large-Scale Instruction-Based Image Editing Dataset

12.4M verified instruction–image pairs across 23 task families for instruction-based image editing. Largest open-source dataset of its kind, built via the ScaleEditor multi-agent framework. MIT licensed.

12,369,418 images·PARQUET·0 downloads
images
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Llama-Nemotron VLM Dataset v1 (NVIDIA)

NVIDIA's 1M+ sample multimodal dataset for vision-language model training, covering VQA, OCR, captioning, and image-to-text tasks. CC-BY-4.0 licensed.

2,863,834 images·PARQUET·1 downloads
images
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BLIP3o Pretrain Long-Caption Dataset (27M Images)

27 million images paired with ~120-token long captions generated by Qwen2.5-VL-7B-Instruct. WebDataset format, Apache 2.0. Ideal for vision-language pretraining and multimodal model fine-tuning.

101,900 images·PARQUET·1 downloads
images
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DataComp-1B: Image-Text Pair Metadata (1.4B Samples)

Metadata (URLs, captions, CLIP features) for ~1.4B image-text pairs from DataComp-1B, the curated subset of CommonPool used to train state-of-the-art CLIP models. CC-BY-4.0, parquet format.

1,387,173,656 images·PARQUET·1 downloads