Universe

research project - rectangle box Computer Vision Dataset

bySpoidTask:
Object Detection
License:CC BY 4.0137 views8 downloads
See all 1k imagesresearch project - rectangle box pole-component sample showing cable, lightening, poleresearch project - rectangle box pole-component sample showing cable, harrow, lightening, poleresearch project - rectangle box pole-component sample showing lightening, poleresearch project - rectangle box pole-component sample showing cable, harrow, insulator, poleresearch project - rectangle box pole-component sample showing cable, insulator, poleresearch project - rectangle box pole-component sample showing cable, harrow, iacm, pole, transformerresearch project - rectangle box pole-component sample showing cable, harrow, insulator, poleresearch project - rectangle box pole-component sample showing cable, harrow, insulator, poleresearch project - rectangle box pole-component sample showing cable, harrow, lightening, poleresearch project - rectangle box pole-component sample showing cable, harrow, poleresearch project - rectangle box pole-component sample showing cable, harrow, insulator, poleresearch project - rectangle box pole-component sample showing cable, lightening, pole

About research project - rectangle box Dataset

Here are a few use cases for this project:

  1. Power Line Maintenance: Companies in the electrical utility sector could harness this model to simplify routine surveillance of power line infrastructure. It could be employed to identify potential problem areas such as damaged cables, faulty transformers or worn-out insulators, necessitating preventative maintenance before they cause outages.

  2. Infrastructure Auditing and Mapping: The application can be used in infrastructure auditing, particularly in energy infrastructure, to catalog all pole components in a specific area or across a city or country. This can contribute to creating comprehensive, geolocated infrastructure databases, aiding in strategic decision making and planning.

  3. Disaster Response: In post-disaster scenarios such as hurricanes or earthquakes, emergency response teams can utilize this model to quickly determine areas of heavy infrastructure damage. This would enable faster restoration of power and mitigate extended blackouts.

  4. Drone Surveillance: Drones equipped with cameras can use this model to monitor infrastructure health in real-time, reducing the need for manual surveillance and making it more practical to cover large or difficult-to-access areas.

  5. Streetlight Management: Municipal corporations or urban management bodies may also use this model to identify streetlight components like poles or lightening, allowing for efficient maintenance and component upkeep to ensure well-lit, safe city streets.

Use Free Pole, Insulator and Transformer 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": "pole, insulator, transformer, cable, harrow"
  },
  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{ research-project-rectangle-box_dataset,
  title = { research project - rectangle box Dataset },
  type = { Open Source Dataset },
  author = { Spoid },
  howpublished = { \url{ https://universe.roboflow.com/spoid/research-project-rectangle-box } },
  url = { https://universe.roboflow.com/spoid/research-project-rectangle-box },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More