hoangbang/hard-hat-heroes
Hard Hat Heroes: Construction Safety Detection Dataset Summary A public, viewer-ready educational challenge dataset. Host-only scoring data and hidden targets are excluded. Splits Split Examples Description train 4,000 Labeled training data test 1,000 Public inputs with withheld target labels or annotations Data Fields Field Type image Image image_id string width int64 height int64 objects.bbox… See the full description on the dataset page: https://huggingface.co/datasets/hoangbang/hard-hat-heroes.
Hard Hat Heroes: Construction Safety Detection
Dataset Summary
A public, viewer-ready educational challenge dataset. Host-only scoring data and hidden targets are excluded.
Splits
Data Fields
Labels
- helmet
- head
- person
Viewer and Loading
The standard repository layout enables the Hugging Face Dataset Viewer after processing. Load with the datasets library using hoangbang/hard-hat-heroes.
from datasets import load_dataset
dataset = load_dataset("hoangbang/hard-hat-heroes")Preparation
- Tabular data is stored as Parquet.
- Image classification uses class directories and ImageFolder metadata.
- Object detection uses pixel-space COCO xywh metadata converted from YOLO annotations.
- Audio uses WAV folders and split metadata compatible with AudioFolder.
- groundtruth.csv, hostonly, filename maps, source archives, and local OS files are excluded.
Source, License, and Attribution
- Source: https://www.kaggle.com/datasets/andrewmvd/hard-hat-detection
- License note: See original Kaggle source terms and attribution before reuse.
- Check original source terms before further redistribution or commercial use.
Limitations and Responsible Use
- Dense scenes contain small overlapping objects.
- Test annotations are intentionally withheld.