README.md

metadata

license: cc-by-4.0
task_categories:
  - object-detection
  - image-classification
tags:
  - computer-vision
  - helmet-detection
  - safety-equipment
  - bike-helmet
  - coco
  - pascal-voc

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/ folder
• Total Images: 764
• Format: Pascal VOC (images under images/ and xml annotations under annotations/)
• License: CC BY 4.0

3. Google Search Helmet Images

• Location: google_search_helmets/ folder
• Total Images: 595
• Format: Unannotated images (raw images)
• License: Unknown / Web Collection

4. Harvested Helmet Images

• Location: harvested_helmets/ folder
• Total Images: 4989
• Format: Unannotated images (raw images)
• License: Unknown / Web Collection (harvested programmatically)

5. Harvested Bicycle Helmet Images

• Location: harvested_bicycle_helmets/ folder
• Total Images: 62
• Format: Unannotated images (raw images)
• License: Unknown / Web Collection (harvested programmatically)