Universe

Good or Bad Apple, ML PROJECT Computer Vision Model

byHCI ML PROJECTTask:
Classification
License:CC BY 4.033 views2 downloads

How to use the Good or Bad Apple, ML PROJECT Classification 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="good-or-bad-apple-ml-project/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": "Bad-Apple, Good Apple, Unlabeled"
  },
  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 120 imagesGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Bad-AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good AppleGood or Bad Apple, ML PROJECT apples sample showing Good Apple

About Good or Bad Apple, ML PROJECT 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{ good-or-bad-apple-ml-project_dataset,
  title = { Good or Bad Apple, ML PROJECT Dataset },
  type = { Open Source Dataset },
  author = { HCI ML PROJECT },
  howpublished = { \url{ https://universe.roboflow.com/hci-ml-project/good-or-bad-apple-ml-project } },
  url = { https://universe.roboflow.com/hci-ml-project/good-or-bad-apple-ml-project },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { aug },
  note = { visited on 2026-07-29 },
}

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