Universe

Headware detection Computer Vision Model

byFR Hajj ProjectTask:
Object Detection
License:CC BY 4.0

How to use the Headware detection Detection API

Try This Model

Drop an image here or click to upload

Or try a test image 

Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="headware-detection-rrqvo/4")
Give your agent everything it needs

Or, Use Free Helmet, Hat and Hat Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "Helmet, Hat, hat, cap, person"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 918 imagesHeadware detection Head-wares sample showing None, hatHeadware detection Head-wares sample showing NoneHeadware detection Head-wares sample showing capHeadware detection Head-wares sample showing hijabHeadware detection Head-wares sample showing NoneHeadware detection Head-wares sample showing capHeadware detection Head-wares sample showing HelmetHeadware detection Head-wares sample showing capHeadware detection Head-wares sample showing Hat, hijabHeadware detection Head-wares sample showing personHeadware detection Head-wares sample showing capHeadware detection Head-wares sample showing hijab

About Headware detection Model

Here are a few use cases for this project:

  1. Fashion Trend Analysis: Companies could use this model to analyze images from social media to understand trending headwear styles. If hats are commonly detected, perhaps cap trends are on the rise.

  2. Safety Compliance Checks: In dangerous work environments like construction sites or factories, this model could be used to monitor if workers are appropriately using required safety headwear like helmets.

  3. Cultural and Demographic Studies: Sociologists or anthropologists could use this model for studying the cultural significance and frequency of head-wears like hijab in certain areas or groups, mining data from platforms such as Instagram.

  4. Facilitating Accessibility: The model could serve in creating technology for visually impaired people that describes what the people around them are wearing, enhancing their understanding of their surroundings.

  5. In Public Security and Surveillance: The model could be used in surveillance systems to help identify individuals based on their head-wear, which could aid law enforcement in locating suspects or missing persons.

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ headware-detection-rrqvo_dataset,
  title = { Headware detection Dataset },
  type = { Open Source Dataset },
  author = { FR Hajj Project },
  howpublished = { \url{ https://universe.roboflow.com/fr-hajj-project/headware-detection-rrqvo } },
  url = { https://universe.roboflow.com/fr-hajj-project/headware-detection-rrqvo },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { feb },
  note = { visited on 2026-07-29 },
}

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