Installation dependencies
pip install -r requirements.txt
Start flask server
python app.py
Start docker:
sudo docker-compose up
Server Usage:
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Ingredient Detection:
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Method: POST
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Example input:
base64encoding of this image in key-value format.{ "image": "/9j/4...5//Z" } -
Example output:
idwithbase64encoding of cropped ingredient images.id=-1mean the original image with bounding box of detected ingredients.[ { "ingredient_id": -1, "image": "/9j/4...5//Z" }, { "ingredient_id": 1789, "image": "/9j/4...2P/Z" }, { "ingredient_id": 1789, "image": "/9j/4...2Q==" }, { "ingredient_id": 2478, "image": "/9j/4...2Q==" } ]
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Food Recommendation:
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Method: POST
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Example input: 1789 (Cheese), 2478 (Corn)
{ "ingredient_ids": [1789, 2478] } -
Example output:
{"food_ids": [8756, 9718, 2728, ... , 1189, 1418]}
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