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PPE detection3 Computer Vision Dataset

byZeeshan Public ProjectsTask:
Object Detection
License:CC BY 4.084 views1 download
See all 1.3k imagesPPE detection3 1234 sample showing person, vestPPE detection3 1234 sample showing person, vestPPE detection3 1234 sample showing personPPE detection3 1234 sample showing person, vestPPE detection3 1234 sample showing person, vestPPE detection3 1234 samplePPE detection3 1234 samplePPE detection3 1234 sample showing person, vestPPE detection3 1234 samplePPE detection3 1234 sample showing person, vestPPE detection3 1234 sample showing person, vestPPE detection3 1234 sample showing person

About PPE detection3 Dataset

Here are a few use cases for this project:

  1. Construction Site Safety: "PPE detection3" can be used at construction sites to ensure workers' safety by detecting whether they are wearing proper Personal Protective Equipment (PPE) such as helmets, goggles, gloves, and vests. It can also identify various work site objects such as cones, ladders, etc., to ensure suitable placement and adherence to safety regulations.

  2. Manufacturing & Industry: The model can be applied within factories or industrial environments to maintain safety standards, ensuring all staff on the floor are wearing appropriate PPE and assessing the placement and use of machinery or other objects.

  3. Training Purposes: The model could be used as a training aid for safety officers or inspectors, providing a computerized environment where they can identify different PPE and objects commonly found in workplace environments.

  4. Harmful Environments Surveillance: The model could be used in environments such as nuclear plants, adding an extra layer of safety. It could monitor if personnel are wearing the correct PPE and identify potentially hazardous objects in the area.

  5. Warehouse Safety Compliance: Warehouses can implement this model to monitor staff, ensuring they are wearing necessary PPE such as high-visibility vests or hard hats. It can also spot potential safety hazards like poorly placed ladders or equipment.

Use Free Vest, Person and Object 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": "vest, person, object"
  },
  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 

Cite This Project

LicenseCC BY 4.0

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

@misc{ ppe-detection3_dataset,
  title = { PPE detection3 Dataset },
  type = { Open Source Dataset },
  author = { Zeeshan Public Projects },
  howpublished = { \url{ https://universe.roboflow.com/zeeshan-public-projects/ppe-detection3 } },
  url = { https://universe.roboflow.com/zeeshan-public-projects/ppe-detection3 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2022 },
  month = { mar },
  note = { visited on 2026-07-29 },
}

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