metadata

license: cc-by-nc-nd-4.0
dataset_info:
  features:
    - name: id
      dtype: string
    - name: image
      dtype: image
    - name: mask
      dtype: image
    - name: bboxes
      dtype: string
  splits:
    - name: train
      num_bytes: 56575701
      num_examples: 46
  download_size: 56584366
  dataset_size: 56575701
task_categories:
  - image-classification
language:
  - en
tags:
  - code

Helmet Detection Dataset

The dataset consist of photographs of construction workers during the work. The dataset provides helmet detection using bounding boxes, and addresses public safety tasks such as providing compliance with safety regulations, authomizing the processes of identification of rules violations and reducing accidents during the construction work.

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This is just an example of the data

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Dataset structure

img - contains of original images of construction workers
boxes - includes bounding box labeling for the original images
annotations.xml - contains coordinates of the bounding boxes and labels (helmet, no_helmet), created for the original photo

Data Format

Each image from img folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the bounding boxes and labels for helmet detection. For each point, the x and y coordinates are provided.

Example of XML file structure

Helmet Detection might be made in accordance with your requirements.

TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets