Universe

defect detector Computer Vision Model

byrooneyTask:
Object Detection
License:Public Domain

How to use the defect detector 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="defect-detector-t4yrm/4")
Give your agent everything it needs

Or, Use Free Plate, Logo and 0 Detection API

Powered by general detection model

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": "plate, logo, 0, 1, 2"
  },
  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 453 imagesdefect detector orange sample showing 1, 4defect detector orange sample showing 0, 1, 3, 4, 8, E, F, H, Mdefect detector orange sample showing 1, 5, 6defect detector orange sample showing 1, 2, 3, 4, 6, 9, E, H, M, Udefect detector orange sample showing license_platedefect detector orange sample showing license_platedefect detector orange sample showing license_platedefect detector orange sample showing 5, 8defect detector orange sample showing 4, 5, 8defect detector orange sample showing license_platedefect detector orange sample showing 1, 4, 5, 7, 8defect detector orange sample showing license_plate

About defect detector Model

A description for this project has not been published yet.

Cite This Project

LicensePublic Domain

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

@misc{ defect-detector-t4yrm_dataset,
  title = { defect detector Dataset },
  type = { Open Source Dataset },
  author = { rooney },
  howpublished = { \url{ https://universe.roboflow.com/rooney-340i7/defect-detector-t4yrm } },
  url = { https://universe.roboflow.com/rooney-340i7/defect-detector-t4yrm },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { oct },
  note = { visited on 2026-07-29 },
}

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