Universe

Digit_Detection Computer Vision Model

byboatchallengeTask:
Object Detection
License:CC BY 4.0

How to use the Digit_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="digit_detection-aenaw/5")
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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": "2, 4, 5, 8, 9"
  },
  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 3.5k imagesDigit_Detection characters sample showing ADigit_Detection characters sample showing NDigit_Detection characters sample showing 4Digit_Detection characters sampleDigit_Detection characters sampleDigit_Detection characters sample showing FDigit_Detection characters sample showing 4Digit_Detection characters sample showing FDigit_Detection characters sample showing YDigit_Detection characters sampleDigit_Detection characters sample showing DDigit_Detection characters sample showing f

About Digit_Detection Model

This project aims to detect:

  • Standard-looking Arabic digits (2 to 9)
  • English letters (A, B, D, E, F, H, M, N, R, T, Y, and their lowercase counterparts).

Unmanned Robotics Boat Challenge 2025. Xi'an Jiaotong-Liverpool University.

Cite This Project

LicenseCC BY 4.0

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

@misc{ digit_detection-aenaw_dataset,
  title = { Digit_Detection Dataset },
  type = { Open Source Dataset },
  author = { boatchallenge },
  howpublished = { \url{ https://universe.roboflow.com/boatchallenge-mdukp/digit_detection-aenaw } },
  url = { https://universe.roboflow.com/boatchallenge-mdukp/digit_detection-aenaw },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { sep },
  note = { visited on 2026-07-29 },
}

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