Universe

Stapler Computer Vision Dataset

byAnawins WorkspaceTask:
Object Detection
License:CC BY 4.0

How to use the Stapler 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="anawins-workspace/stapler-9gl25-instant-1")
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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": "open, Stapler, closs"
  },
  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 227 imagesStapler Stapler sample showing closs, openStapler Stapler sample showing openStapler Stapler sample showing clossStapler Stapler sample showing closs, openStapler Stapler sample showing closs, openStapler Stapler sample showing closs, openStapler Stapler sample showing closs, openStapler Stapler sample showing closs, openStapler Stapler sample showing clossStapler Stapler sample showing openStapler Stapler sample showing openStapler Stapler sample showing closs, open

About Stapler 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{ stapler-9gl25_dataset,
  title = { Stapler Dataset },
  type = { Open Source Dataset },
  author = { Anawins Workspace },
  howpublished = { \url{ https://universe.roboflow.com/anawins-workspace/stapler-9gl25 } },
  url = { https://universe.roboflow.com/anawins-workspace/stapler-9gl25 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { apr },
  note = { visited on 2026-07-29 },
}

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