datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
hard-hat-detection
Dataset Card for hard-hat-detection
This dataset, contains 5000 images with bounding box annotations in the PASCAL VOC format for these 3 classes:
Helmet
Person
Head
This is a FiftyOne dataset with 5000 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
import fiftyone.utils.huggingface as fouh
# Load the dataset
# Note: other available arguments include 'split', 'max_samples', etc… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/hard-hat-detection.hard-hat-detection
Dataset Labels
['hardhat', 'no-hardhat']
Number of Images
{'test': 2001, 'train': 13782, 'valid': 3962}
How to Use
Install datasets:
pip install datasets
Load the dataset:
from datasets import load_dataset
ds = load_dataset("keremberke/hard-hat-detection", name="full")
example = ds['train'][0]
Roboflow Dataset Page
https://universe.roboflow.com/roboflow-universe-projects/hard-hats-fhbh5/dataset/2
Citation
@misc{… See the full description on the dataset page: https://huggingface.co/datasets/keremberke/hard-hat-detection.hardhat
Dataset Card for "hardhat"
More Information needed
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.hardhathardHat_allhardHat_all