Universe

Detect, Count, And Visualize Object Detection Computer Vision Model

byObstacles and Risks for Wheelchair UsersTask:
Object Detection
License:CC BY 4.02 views

How to use the Detect, Count, And Visualize Object Detection 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="detect-count-and-visualize-object-detection-pedmi/8")
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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": "pothole, bollard, bollard1, bollard2, bollard3"
  },
  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 1.1k imagesDetect, Count, And Visualize Object Detection items sample showing bollard2, bollard3, braille_block, curb_stoneDetect, Count, And Visualize Object Detection items sample showing bollard5Detect, Count, And Visualize Object Detection items sample showing bollard5, bollard6Detect, Count, And Visualize Object Detection items sample showing curb_stone, manhole1Detect, Count, And Visualize Object Detection items sampleDetect, Count, And Visualize Object Detection items sample showing bollard2, bollard3, street_treesDetect, Count, And Visualize Object Detection items sample showing braille_block, curb_stone, pothole, utility_poleDetect, Count, And Visualize Object Detection items sample showing bollard5, curb_stoneDetect, Count, And Visualize Object Detection items sample showing bollard2, curb_stoneDetect, Count, And Visualize Object Detection items sample showing pothole, storm_drain, utility_poleDetect, Count, And Visualize Object Detection items sample showing manhole1, utility_poleDetect, Count, And Visualize Object Detection items sample showing pothole

About Detect, Count, And Visualize Object Detection 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{ detect-count-and-visualize-object-detection-pedmi_dataset,
  title = { Detect, Count, And Visualize Object Detection Dataset },
  type = { Open Source Dataset },
  author = { Obstacles and Risks for Wheelchair Users },
  howpublished = { \url{ https://universe.roboflow.com/obstacles-and-risks-for-wheelchair-users/detect-count-and-visualize-object-detection-pedmi } },
  url = { https://universe.roboflow.com/obstacles-and-risks-for-wheelchair-users/detect-count-and-visualize-object-detection-pedmi },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { feb },
  note = { visited on 2026-07-29 },
}

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