datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Text_to_Image
Dataset Card
Dataset in ImagenHub.
Citation
Please kindly cite our paper if you use our code, data, models or results:
@article{ku2023imagenhub,
title={ImagenHub: Standardizing the evaluation of conditional image generation models},
author={Max Ku and Tianle Li and Kai Zhang and Yujie Lu and Xingyu Fu and Wenwen Zhuang and Wenhu Chen},
journal={arXiv preprint arXiv:2310.01596},
year={2023}
}
text-to-image-prompts
The dataset of the most popular text-to-image prompts.
Dataset Details
Dataset Description
Curated by: kazimir.ai
Funded by [optional]: [More Information Needed]
Shared by [optional]: https://kazimir.ai
License: apache-2.0
Dataset Sources [optional]
Repository: [More Information Needed]
Paper [optional]: [More Information Needed]
Demo [optional]: [More Information Needed]
Uses
Free to use.
Dataset Structure
CSV file… See the full description on the dataset page: https://huggingface.co/datasets/Kazimir-ai/text-to-image-prompts.text-to-image-diffusiondb-2M
DiffusionDB text-to-image subset
A cleaned, safety-filtered image-prompt dataset for training a text-to-image
model, built from DiffusionDB.
Built on Hugging Face Jobs directly from poloclub/diffusiondb. It covers
part_id 1-20 (20,000 source images) before filtering. The same content is
also kept on the 20k-subset branch.
Load it with:
load_dataset("whosouravsharma/text-to-image-diffusiondb-2M")
Note on the repo name: despite "2M" in the name, this is a small slice of… See the full description on the dataset page: https://huggingface.co/datasets/whosouravsharma/text-to-image-diffusiondb-2M.Detonate_Text_To_Imagecode-image-to-text
Code Snippet Image → Text
A multimodal dataset for fine-tuning vision-language models (VLMs) on the task of
transcribing an image of a code snippet back into its source text — syntax-aware OCR.
Each example pairs a syntax-highlighted PNG of code with the exact code text that
produced it. It spans 8 programming languages and deliberately mixes two capture types:
block — a complete function / unit (6–45 lines).
fragment — a contiguous partial view (3–14 lines) that may start or… See the full description on the dataset page: https://huggingface.co/datasets/anisiraj/code-image-to-text.text_to_imagefashion_text_to_image
annotations_creators:
- machine-generated
language:
- en
language_creators:
- other
multilinguality:
- monolingual
pretty_name: "Fashion captions"
size_categories:
- n<100K
tags: []
task_categories:
- text-to-image
task_ids: []
Dataset Card for [Dataset Name]
Dataset Summary
[More Information Needed]
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/duyngtr16061999/fashion_text_to_image.diagram_image_to_text
Dataset Card for "diagram_image_to_text"
More Information needed
trending-text-to-image
CivitAI Improved Prompts Dataset
This dataset contains trending AI-generated images from CivitAI with Flux-improved prompts for better generation results.
Dataset Format (JSONL)
Each line contains a JSON object with:
id: Original image ID from CivitAI
improved_prompt: Flux-enhanced version of the prompt
category: Automatically determined theme category
All original CivitAI metadata including:
Original prompt and negative prompt
Model information
Image URL and… See the full description on the dataset page: https://huggingface.co/datasets/k-mktr/trending-text-to-image.dior_text_to_imagetext-to-image-2M
text-to-image-2M: A High-Quality, Diverse Text-to-Image Training Dataset
Overview
text-to-image-2M is a curated text-image pair dataset designed for fine-tuning text-to-image models. The dataset consists of approximately 2 million samples, carefully selected and enhanced to meet the high demands of text-to-image model training. The motivation behind creating this dataset stems from the observation that datasets with over 1 million samples tend to produce better… See the full description on the dataset page: https://huggingface.co/datasets/rivisia/text-to-image-2M.Chemistry_text_to_image
Dataset Card for "Chemistry_text_to_image"
More Information needed
TREC-2023-Text-to-Image
Dataset Card for "TREC-2023-Text-to-Image"
More Information needed
image-to-text-ocr-serp-snapshot
Image-to-Text OCR SERP Snapshot
An English-language, US Google organic-results snapshot for image to text converter, collected on 2026-09-22.
Files
image-to-text-ocr-serp-snapshot.csv is the machine-readable row-by-row dataset.
comparison.md is the same comparison as a readable Markdown table with methodology and limitations.
How to read the dataset
Each row is one result. The classification column distinguishes the Android app-store listing from… See the full description on the dataset page: https://huggingface.co/datasets/phoenix11000/image-to-text-ocr-serp-snapshot.aid-text-to-imageimage-description_text_to_image_BASE64Chemistry_text_to_image_BASE64visdrone-text-to-imageimage-to-textImagetotextMGLdataset_info:
features:
- name: image
dtype: image
- name: text
dtype: string
splits:
- name: train
mm_diagram_image_to_textdiagram_image_to_text_BASE64carla_image_to_text_datasetTREC-2023-Image-to-Text
Dataset Card for "TREC-2023-Image-to-Text"
More Information needed
winogroud_text_to_image
Dataset Card for "winogroud_text_to_image"
More Information needed
speech_to_image_text_transformationText_to_ImageText to Image
diffusion.4.text_to_image.book
Dataset Card for "diffusion.4.text_to_image.book"
More Information needed
ocr-image-to-textpinterest-multimodal-text-to-image