datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
HELMET
HELMET: How to Evaluate Long-context Language Models Effectively and Thoroughly
[Paper][Code]
HELMET is a comprehensive benchmark for long-context language models covering seven diverse categories of tasks.
The datasets are application-centric and are designed to evaluate models at different lengths and levels of complexity.
Please check out the paper for more details, and the code repo for how to process the data and run the evaluations
Safety-helmet-datasetSafety-helmet-datasetbike-helmet-dataset
Bike Helmet Detection Dataset
This repository contains multiple computer vision datasets for bike helmet detection.
1. Bike Helmet Detection (COCO Format)
Location: Root folders (train/, valid/, test/)
Total Images: 1376
Splits:
train/: 1185 images and _annotations.coco.json
valid/: 127 images and _annotations.coco.json
test/: 64 images and _annotations.coco.json
Format: COCO
2. Bikes Helmets Dataset (Pascal VOC Format)
Location: helmet_voc/… See the full description on the dataset page: https://huggingface.co/datasets/cute-face/bike-helmet-dataset.Safety-helmet-datasetSafety-helmet-datasethelmet-codellava-eval-v2HELMET-8192-RAGIITU_Safety-Helmet_Dataset_v1.0
IITU Safety-Helmet Dataset v1.0
Overview:
This dataset contains annotated images of safety helmets captured both by drone and at ground level, designed for helmet detection and color classification tasks in computer vision.
📖 Dataset Summary
This dataset contains 1,664 images annotated for safety-helmet detection and color classification.
6,473 helmet instances
Captured by drone (3–5 m, 10–15 m; angles 0°, 45°, 90°) and at ground level… See the full description on the dataset page: https://huggingface.co/datasets/ersace/IITU_Safety-Helmet_Dataset_v1.0.Safety-helmet-datasetHELMET
HELMET: How to Evaluate Long-context Language Models Effectively and Thoroughly
[Paper][Code]
HELMET is a comprehensive benchmark for long-context language models covering seven diverse categories of tasks.
The datasets are application-centric and are designed to evaluate models at different lengths and levels of complexity.
Please check out the paper for more details, and the code repo for how to process the data and run the evaluations
IITU_Safety-Helmet_Dataset_v1.0_Demo
IITU Safety-Helmet Dataset v1.0 Demo
Overview:
This dataset contains annotated images of safety helmets captured both by drone and at ground level, designed for helmet detection and color classification tasks in computer vision.
This is the DEMO version of the dataset, now it contains only 14 images and annotations.
📖 Dataset Summary
This dataset contains 1,664 images annotated for safety-helmet detection and color classification.
6,473 helmet instances… See the full description on the dataset page: https://huggingface.co/datasets/ersace/IITU_Safety-Helmet_Dataset_v1.0_Demo.bike-helmet-dataset
Bike Helmet Detection Dataset
This repository contains multiple computer vision datasets for bike helmet detection.
1. Bike Helmet Detection (COCO Format)
Location: Root folders (train/, valid/, test/)
Total Images: 1376
Splits:
train/: 1185 images and _annotations.coco.json
valid/: 127 images and _annotations.coco.json
test/: 64 images and _annotations.coco.json
Format: COCO
2. Bikes Helmets Dataset (Pascal VOC Format)
Location: helmet_voc/… See the full description on the dataset page: https://huggingface.co/datasets/shravya11/bike-helmet-dataset.olmes-helmet-fixed-v2
OLMES HELMET Fixed Datasets
Generated from benchmark/HELMET_olmes/dataset_backup/tasks and the
benchmark/visualization review outputs.
Policy:
confirmed rerank qrel bugs are repaired;
deterministic QA replacements are rewritten when supported by context;
confirmed QA/ICL bugs without a deterministic replacement are dropped;
pending QA rows marked needs_fix are dropped;
tokenization-only QA answer surfaces are canonicalized.
These JSONL files are processed OLMES task datasets… See the full description on the dataset page: https://huggingface.co/datasets/sagels/olmes-helmet-fixed-v2.traffic-helmet-violation
Indian Traffic Helmet Violation Detection (Deduplicated & Rebalanced)
Part of the Edge-AI Traffic & Vehicle Analytics System repository by thundarstrom.
Dataset Summary
A unified, audited, and strictly deduplicated dataset of 42,559 images and ~126,000 bounding boxes for two-wheeler helmet compliance monitoring on Indian roads.
Key Features
Zero Train/Test Leakage: Fully verified perceptual hash partition (0 matching image hashes across splits).… See the full description on the dataset page: https://huggingface.co/datasets/thundarstrom/traffic-helmet-violation.helmet-codellava-eval-v3helmet_detectionAn example of a dataset that we've collected for a photo edit App.
The dataset includes 20 selfies of people (man and women)
in segmentation masks and their visualisations.yolo-construction-site-safety-helmet-and-reflective-vest
建筑工地安全帽与反光衣
本数据集为建筑工地安全帽与反光衣，适用于智慧交通、安全监测领域的目标检测任务。
数据集标签信息
类别名称：Boots（安全靴）, Glove, Helmet, Mask（口罩）, Person, Vest（反光衣）, boots（靴子）, gloves（手套）, helmet（安全帽）, human（人）, vest（反光衣）
适用场景
Boots, Glove, Helmet等多类目标的智能检测
基础设施智能巡检与病害检测
安全监控与智能预警
网盘地址
在线下载链接：https://www.data2.cn
在线获取数据集：
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--来自data2.cn超级会员v6的分享
helmet-codellava-evalHelmet_Detectioncodellava-helmet-plainHelmetDataset
Dataset Card for "GunDataset"
More Information needed
helmet-threerider-vlm-instruct-datasethelmet-macHelmetDataset
Dataset Card for "GunDataset"
More Information needed
HELMET_deinfinitebench_qa_helmetHELMET_kilt_nq_nq-dev-multikilt_1000_k1000_dep6_evalhelmet-vlm-instruct-datasetHELMET_kilt_triviaqa_triviaqa-dev-multikilt_1000_k1000_dep6_eval