Universe

Number detection v2 Computer Vision Model

bykemalertunc033Task:
Object Detection
License:CC BY 4.05 views

How to use the Number detection v2 Detection API

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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="kemalertunc033/number-detection-v2-t8q4y-4-yolo26n-t1")
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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": "stop, 1, 10, 11, 11_bitis"
  },
  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 767 imagesNumber detection v2 digits-Vkey sampleNumber detection v2 digits-Vkey sample showing 9Number detection v2 digits-Vkey sample showing 7Number detection v2 digits-Vkey sample showing 2, 3Number detection v2 digits-Vkey sample showing 6Number detection v2 digits-Vkey sample showing 7, 8Number detection v2 digits-Vkey sampleNumber detection v2 digits-Vkey sample showing 6Number detection v2 digits-Vkey sample showing 6Number detection v2 digits-Vkey sample showing 6Number detection v2 digits-Vkey sample showing 7, 8, 9, stopNumber detection v2 digits-Vkey sample showing 1, 2, 3

About Number detection v2 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{ number-detection-v2-t8q4y_dataset,
  title = { Number detection v2 Dataset },
  type = { Open Source Dataset },
  author = { kemalertunc033 },
  howpublished = { \url{ https://universe.roboflow.com/kemalertunc033/number-detection-v2-t8q4y } },
  url = { https://universe.roboflow.com/kemalertunc033/number-detection-v2-t8q4y },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

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