ppe
Datasets
All datasets matching “ppe”ppe-detectionPPE_Detectionppe-dataset
PPE Detection Dataset (3-Class)
딥러닝 기반 건설현장 안전 장비(PPE) 착용 모니터링을 위한 데이터셋
Dataset Description
개인보호구(Personal Protective Equipment) 착용/미착용 상태를 감지하기 위한 YOLO 형식의 객체 탐지 데이터셋입니다.
주요 특징:
✅ 헬멧 착용 감지 (helmet)
⚠️ 헬멧 미착용 감지 (head) - 실시간 안전 경고 가능
✅ 안전조끼 착용 감지 (vest)
15,500개 이미지, 60,991개 객체
YOLOv8 최적화 포맷
Classes
Class ID
Class Name
Description
0
helmet
안전 헬멧 착용 ✅
1
head
헬멧 미착용 (머리만) ⚠️
2
vest
반사 안전 조끼 착용 ✅
Dataset Statistics
Split… See the full description on the dataset page: https://huggingface.co/datasets/jhboyo/ppe-dataset.PPE-Human-Preference-V1
Overview
This contains the human preference evaluation set for Preference Proxy Evaluations.
This dataset is meant for benchmarking and evaluation, not for training.
Paper
Code
License
User prompts are licensed under CC-BY-4.0, and model outputs are governed by the terms of use set by the respective model providers.
Citation
@misc{frick2024evaluaterewardmodelsrlhf,
title={How to Evaluate Reward Models for RLHF},
author={Evan Frick and Tianle Li and… See the full description on the dataset page: https://huggingface.co/datasets/lmarena-ai/PPE-Human-Preference-V1.PPE-GPQA-Best-of-K
Overview
This contains the GPQA correctness preference evaluation set for Preference Proxy Evaluations.
The prompts are sampled from GPQA.
This dataset is meant for benchmarking and evaluation, not for training.
Paper
Code
License
User prompts are licensed under CC BY 4.0, and model outputs are governed by the terms of use set by the respective model providers.
Citation
@misc{frick2024evaluaterewardmodelsrlhf,
title={How to Evaluate Reward Models for… See the full description on the dataset page: https://huggingface.co/datasets/lmarena-ai/PPE-GPQA-Best-of-K.PPE_detection
Dataset Labels
['ad', 'airsweeper', 'bombtower', 'canon', 'clancastle', 'eagle', 'inferno', 'kingpad', 'mortar', 'queenpad', 'rcpad', 'scattershot', 'th13', 'wardenpad', 'wizztower', 'xbow']
from datasets import load_dataset
dataset = load_dataset("Chapian/PPE_detection")