Cornea
A PyPI package to extract insightful information about an image using Machine Intelligence
Requirements
- Python >=3.7
Installation
The recommended method to install this package is by using pip or pip3
pip3 install cornea
or
python3 -m pip install corneaSetup
The package requires that you specify your Microsoft Azure API credentials as environment variables. Type the following commands in your terminal. Alternatively, you can also add the following lines at the end of .bashrc or .bash_profile.
export AZURE_API_KEY={{{YOUR_API_KEY}}}
export AZURE_API_BASE_ENDPOINT={{{YOUR_API_REGION_BASE_URL}}}
export AZURE_API_VERSION={{{AZURE_API_VERSION}}}Example:
export AZURE_API_KEY=QmQZdzdQXftzrOOvCUC7tjx8wzZed8Wk
export AZURE_API_BASE_ENDPOINT=https://eastus.api.cognitive.microsoft.com
export AZURE_API_VERSION=v2.0Usage
from cornea import descImgFromURL
analysis = descImgFromURL("https://upload.wikimedia.org/wikipedia/commons/b/b9/CyprusShorthair.jpg")
print(analysis)Output
{'categories': [{'name': 'animal_cat', 'score': 0.99609375}], 'color': {'dominantColorForeground': 'Grey', 'dominantColorBackground': 'Grey', 'dominantColors': ['Grey'], 'accentColor': '5C4E3C', 'isBwImg': False, 'isBWImg': False}, 'description': {'tags': ['cat', 'indoor', 'laying', 'bed', 'sitting', 'white', 'brown', 'lying', 'small', 'large', 'sleeping'], 'captions': [{'text': 'a cat lying on a bed', 'confidence': 0.9512938154506553}]}, 'requestId': 'ef807a48-ecbf-4c30-883b-64a7d25683f2', 'metadata': {'width': 1024, 'height': 768, 'format': 'Jpeg'}}
