Universe

Signaling Equipment Computer Vision Model

byWorksapcePersoTask:
Object Detection
License:CC BY 4.068 views2 downloads

How to use the Signaling Equipment Detection API

Try This Model

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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="signaling-equipment/14")
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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": "Large 3x3 Light, Small 3x3 Light, Triple, Triple Lights, Two Lights"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

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Detecting classes:
Or try a test image 
See all 755 imagesSignaling Equipment signaling sampleSignaling Equipment signaling sampleSignaling Equipment signaling sampleSignaling Equipment signaling sample showing Triple LightsSignaling Equipment signaling sampleSignaling Equipment signaling sampleSignaling Equipment signaling sampleSignaling Equipment signaling sample showing Triple LightsSignaling Equipment signaling sample showing Two LightsSignaling Equipment signaling sampleSignaling Equipment signaling sampleSignaling Equipment signaling sample

About Signaling Equipment Model

A description for this project has not been published yet.

Cite This Project

LicenseCC BY 4.0

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

@misc{ signaling-equipment_dataset,
  title = { Signaling Equipment Dataset },
  type = { Open Source Dataset },
  author = { WorksapcePerso },
  howpublished = { \url{ https://universe.roboflow.com/worksapceperso/signaling-equipment } },
  url = { https://universe.roboflow.com/worksapceperso/signaling-equipment },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { nov },
  note = { visited on 2026-07-29 },
}

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