Universe

Cofeebean Computer Vision Model

bybean defectTask:
Instance Segmentation
License:CC BY 4.0

How to use the Cofeebean Segmentation API

Try This Model

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Or try a test image 

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="cofeebean-jvzpe/1")
Give your agent everything it needs

Or, Use Free Defect, 1 and Bean coffee Detection API

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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": "defect, 1, bean coffee"
  },
  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 25 imagesCofeebean defect sampleCofeebean defect sampleCofeebean defect sampleCofeebean defect sampleCofeebean defect sampleCofeebean defect sample showing bean coffeeCofeebean defect sampleCofeebean defect sample showing bean coffeeCofeebean defect sample showing bean coffeeCofeebean defect sampleCofeebean defect sampleCofeebean defect sample

About Cofeebean 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{ cofeebean-jvzpe_dataset,
  title = { Cofeebean Dataset },
  type = { Open Source Dataset },
  author = { bean defect },
  howpublished = { \url{ https://universe.roboflow.com/bean-defect/cofeebean-jvzpe } },
  url = { https://universe.roboflow.com/bean-defect/cofeebean-jvzpe },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { aug },
  note = { visited on 2026-07-29 },
}

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