datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
HumanPCR
HumanPCR benchmark preview
This repository contains the preview data and code for the HumanPCR benchmark in submission.
Model Evaluation
code/evaluate.py is a utility script for evaluating your model’s predictions against ground truth and compute the accuracy.
The predictions file must be a JSON array where each element has two fields:
id: A unique identifier for the sample.
model_prediction: The model’s predicted output for that sample.
Example (predictions.json):
[… See the full description on the dataset page: https://huggingface.co/datasets/HumanPCR/HumanPCR.Cabin-Human-Behavior-Dataset
全球最大的智能座舱多模态开源高质量数据集来啦！
一. 数据集摘要 (Dataset Summary)
「CyberData塞塔」智能座舱用户行为数据集是一个专为加速智能座舱感知算法开发而设计的高质量、程序化生成的图像数据集。随着 C-NCAP、EU GSR 等全球汽车安全法规对驾驶员监控系统 (DMS) 和乘客监控系统 (OMS) 提出更高要求，安全、合规、多样化的训练数据变得至关重要。本数据集通过合成方式，旨在解决真实世界数据采集面临的隐私风险、高昂成本和长尾场景覆盖不足等核心挑战。
该数据集包含 5,000 张 由 XAI Lab 自主研发的数据集生成引擎合成的高保真座舱内用户行为图像，每张图像都附带丰富的、100% 精确的标注信息。
核心特点:
丰富的场景多样性: 涵盖不同年龄、性别、种族和衣着风格的虚拟人模型，以及多种驾驶与乘坐行为（如使用手机、喝水、疲劳、手势）和面部表情。
专为座舱感知优化: 数据集可直接用于智能座舱端侧视觉模型，尤其是 DMS/OMS 算法的训练、微调与验证，帮助模型精准理解座舱内复杂的交互与状态。… See the full description on the dataset page: https://huggingface.co/datasets/XAILab-CyberSpark/Cabin-Human-Behavior-Dataset.humans-top
humans.top — LIVE Global ranking of influential people (open dataset)
This dataset ranks real, named living people by global influence — e.g. #1
Donald Trump, #2 Xi Jinping, #3 Vladimir Putin, alongside figures like Elon Musk,
Narendra Modi and Lionel Messi. Every row is a person: their live influence
rank, a concise biography in 15 languages, and Wikidata / Wikipedia links.
Published from the website humans.top (.top is the
domain name).
Available on (identical CC0… See the full description on the dataset page: https://huggingface.co/datasets/dsfox/humans-top.Cabin-Human-ABNORMAL-Behavior-Dataset
全球最大的智能座舱多模态开源高质量数据集来啦！
一. 数据集摘要 (Dataset Summary)
「CyberData塞塔」智能座舱用户行为数据集是一个专为加速智能座舱感知算法开发而设计的高质量、程序化生成的图像数据集。随着 C-NCAP、EU GSR 等全球汽车安全法规对驾驶员监控系统 (DMS) 和乘客监控系统 (OMS) 提出更高要求，安全、合规、多样化的训练数据变得至关重要。本数据集通过合成方式，旨在解决真实世界数据采集面临的隐私风险、高昂成本和长尾场景覆盖不足等核心挑战。
该数据集包含 5,000 张 由 XAI Lab 自主研发的数据集生成引擎合成的高保真座舱内用户行为图像，每张图像都附带丰富的、100% 精确的标注信息。
数据格式
数据集以JSON格式提供，包含以下字段：
image_id: 图像ID
image_path: 图像路径
category: 行为类别
tags: 行为标签
behaviors: 包含左右乘客行为描述的对象
left_passenger: 左侧乘客行为描述… See the full description on the dataset page: https://huggingface.co/datasets/XAILab-CyberSpark/Cabin-Human-ABNORMAL-Behavior-Dataset.IPHO2026
IPhO 2026 Curated Problems
This repository packages the official English problem, solution, and marking
materials for the LVI International Physics Olympiad (Bucaramanga, Colombia,
2026) as machine-readable, subquestion-level records.
Contents
Configuration
Rows
Description
all
41
All curated subquestions
theory
23
Theory papers T1–T3
experiment
18
Experimental paper E1
formalization_ready
29
Subset selected for theorem formalization… See the full description on the dataset page: https://huggingface.co/datasets/humanfia-lab/IPHO2026.laion2b-en-aesthetic-square-human
Overview
This dataset is a HAND-CURATED version of our laion2b-en-aesthetic-square-cleaned dataset.
It has at least "a man" or "a woman" in it.
Additionally, there are no visible watermarks, the quality and focus are good, and it should not be confusing for AI training
There should be a little over 8k images here.
Details
It consists of an initial extraction of all images that had "a man" or "a woman" in the moondream caption.
I then filtered out all "statue" or… See the full description on the dataset page: https://huggingface.co/datasets/opendiffusionai/laion2b-en-aesthetic-square-human.dreamstruct-human-UI-classes-1khuman-recaption
Dataset Card for Human Recaption
This dataset contains 240,146 recaptioned images focusing on human subjects, derived from the HumanCaption-HQ-311K dataset. It provides high-quality bilingual (English and Chinese) captions, aesthetic scores, and other metadata generated using the Qwen2-VL model.
This dataset is a recaptioned version of OpenFace-CQUPT/HumanCaption-HQ-311K. The original dataset contained 313,482 samples. This version contains 240,146 samples; the reduction is… See the full description on the dataset page: https://huggingface.co/datasets/kaupane/human-recaption.laion2b-mixed-1024px-human
Overview
This dataset is a selective merge of some other of our datasets. Mainly, I pulled human-centric, real-world photos from the following datasets:
opendiffusionai/laion2b-45ish-1120px
opendiffusionai/laion2b-squareish-1024px
opendiffusionai/laion2b-23ish-1216px
As such, it is "mixed" aspect ratio.
The very smallest height ones are from our "squarish" set, so are at least 1024px tall.
However, the other ones with longer rations, have an appropriately longer minimum… See the full description on the dataset page: https://huggingface.co/datasets/opendiffusionai/laion2b-mixed-1024px-human.