Nutrition Facts Data OCR

Mindee’s Nutrition Facts Data API uses deep learning to automatically, accurately, and instantaneously parse your documents details. In a few seconds, the API extracts a set of data from your PDFs or photos of Nutrition Facts, including:

Serving per Box
Serving Size
Calories
Total Fat
Saturated Fat
Trans Fat
Cholesterol
Total Carbohydrate
Dietary Fiber
Total Sugars
Added Sugar
Protein
Sodium
Nutrients

Set up the API

Create an API key

To begin using the Mindee V1 OCR API, your first step is to create your V1 API key.

You'll need a Nutrition Facts document. You can use one of the sample documents provided below.
Access your Nutrition Facts Data API by clicking on the corresponding product card in the Document Catalog
From the left navigation, go to documentation > API Reference, you'll find sample code in popular languages and command line.

from mindee import Client, product, AsyncPredictResponse

# Init a new client
mindee_client = Client(api_key="my-api-key-here")

# Load a file from disk
input_doc = mindee_client.source_from_path("/path/to/the/file.ext")

# Load a file from disk and enqueue it.
result: AsyncPredictResponse = mindee_client.enqueue_and_parse(
    product.NutritionFactsLabelV1,
    input_doc,
)

# Print a brief summary of the parsed data
print(result.document)

const mindee = require("mindee");
// for TS or modules:
// import * as mindee from "mindee";

// Init a new client
const mindeeClient = new mindee.Client({ apiKey: "my-api-key-here" });

// Load a file from disk
const inputSource = mindeeClient.docFromPath("/path/to/the/file.ext");

// Parse the file
const apiResponse = mindeeClient.enqueueAndParse(
  mindee.product.NutritionFactsLabelV1,
  inputSource
);

// Handle the response Promise
apiResponse.then((resp) => {
  // print a string summary
  console.log(resp.document.toString());
});

using Mindee;
using Mindee.Input;
using Mindee.Product.NutritionFactsLabel;

string apiKey = "my-api-key-here";
string filePath = "/path/to/the/file.ext";

// Construct a new client
MindeeClient mindeeClient = new MindeeClient(apiKey);

// Load an input source as a path string
// Other input types can be used, as mentioned in the docs
var inputSource = new LocalInputSource(filePath);

// Call the product asynchronously with auto-polling
var response = await mindeeClient
    .EnqueueAndParseAsync<NutritionFactsLabelV1>(inputSource);

// Print a summary of all the predictions
System.Console.WriteLine(response.Document.ToString());

// Print only the document-level predictions
// System.Console.WriteLine(response.Document.Inference.Prediction.ToString());

#
# Install the Ruby client library by running:
# gem install mindee
#

require 'mindee'

# Init a new client
mindee_client = Mindee::Client.new(api_key: 'my-api-key')

# Load a file from disk
input_source = mindee_client.source_from_path('/path/to/the/file.ext')

# Parse the file
result = mindee_client.parse(
  input_source,
  Mindee::Product::NutritionFactsLabel::NutritionFactsLabelV1
)

# Print a full summary of the parsed data in RST format
puts result.document

# Print the document-level parsed data
# puts result.document.inference.prediction

import com.mindee.MindeeClient;
import com.mindee.input.LocalInputSource;
import com.mindee.parsing.common.AsyncPredictResponse;
import com.mindee.product.nutritionfactslabel.NutritionFactsLabelV1;
import java.io.File;
import java.io.IOException;

public class SimpleMindeeClient {

  public static void main(String[] args) throws IOException, InterruptedException {
    String apiKey = "my-api-key-here";
    String filePath = "/path/to/the/file.ext";

    // Init a new client
    MindeeClient mindeeClient = new MindeeClient(apiKey);

    // Load a file from disk
    LocalInputSource inputSource = new LocalInputSource(new File(filePath));

    // Parse the file asynchronously
    AsyncPredictResponse<NutritionFactsLabelV1> response = mindeeClient.enqueueAndParse(
        NutritionFactsLabelV1.class,
        inputSource
    );

    // Print a summary of the response
    System.out.println(response.toString());

    // Print a summary of the predictions
//  System.out.println(response.getDocumentObj().toString());

    // Print the document-level predictions
//    System.out.println(response.getDocumentObj().getInference().getPrediction().toString());

    // Print the page-level predictions
//    response.getDocumentObj().getInference().getPages().forEach(
//        page -> System.out.println(page.toString())
//    );
  }

}

API_KEY='my-api-key-here'
ACCOUNT='mindee'
ENDPOINT='nutrition_facts'
VERSION='1'
FILE_PATH='/path/to/your/file.png'

# Maximum amount of retries to get the result of a queue
MAX_RETRIES=10

# Delay between requests
DELAY=6

# Enqueue the document for async parsing
QUEUE_RESULT=$(curl -sS --request POST \
  -H "Authorization: Token $API_KEY" \
  -H "Content-Type: multipart/form-data" \
  -F "document=@$FILE_PATH" \
  "https://api.mindee.net/v1/products/$ACCOUNT/$ENDPOINT/v$VERSION/predict_async")

# Status code sent back from the server
STATUS_CODE=$(echo "$QUEUE_RESULT" | grep -oP "[\"|']status_code[\"|']:[\s][\"|']*[a-zA-Z0-9-]*" | rev | cut --complement -f2- -d" " | rev)

# Check that the document was properly queued
if [ -z "$STATUS_CODE" ] || [ "$STATUS_CODE" -gt 399 ] || [ "$STATUS_CODE" -lt 200 ]
then
  if [ -z "$STATUS_CODE" ]
  then
    echo "Request couldn't be processed."
    exit 1
  fi
  echo "Error $STATUS_CODE was returned by API during enqueuing. "

  # Print the additional details, if there are any:
  ERROR=$(echo "$QUEUE_RESULT" | grep -oP "[\"|']error[\"|']:[\s]\{[^\}]*" | rev | cut --complement -f2- -d"{" | rev)
  if [ -z "$ERROR" ]
  then
    exit 1
  fi

  # Details on the potential error:
  ERROR_CODE=$(echo "$ERROR" | grep -oP "[\"|']code[\"|']:[\s]\"[^(\"|\')]*" | rev | cut --complement -f2- -d"\"" | rev)
  MESSAGE=$(echo "$QUEUE_RESULT" | grep -oP "[\"|']message[\"|']:[\s]\"[^(\"|\')]*" | rev | cut --complement -f2- -d"\"" | rev)
  DETAILS=$(echo "$QUEUE_RESULT" | grep -oP "[\"|']details[\"|']:[\s]\"[^(\"|\')]*" | rev | cut --complement -f2- -d"\"" | rev)
  echo "This was the given explanation:"
  echo "-------------------------"
  echo "Error Code: $ERROR_CODE"
  echo "Message: $MESSAGE"
  echo "Details: $DETAILS"
  echo "-------------------------"
  exit 1
else

  echo "File sent, starting to retrieve from server..."

  # Get the document's queue ID
  QUEUE_ID=$(echo "$QUEUE_RESULT" | grep -oP "[\"|']id[\"|']:[\s][\"|'][a-zA-Z0-9-]*" | rev | cut --complement -f2- -d"\"" | rev)

  # Amount of attempts to retrieve the parsed document were made
  TIMES_TRIED=1

  # Try to fetch the file until we get it, or until we hit the maximum amount of retries
  while [ "$TIMES_TRIED" -lt "$MAX_RETRIES" ]
  do
    # Wait for a bit at each step
    sleep $DELAY

    # Note: we use -L here because the location of the file might be behind a redirection
    PARSED_RESULT=$(curl -sS -L \
      -H "Authorization: Token $API_KEY" \
      "https://api.mindee.net/v1/products/$ACCOUNT/$ENDPOINT/v$VERSION/documents/queue/$QUEUE_ID")

    # Isolating the job (queue) & the status to monitor the document
    JOB=$(echo "$PARSED_RESULT" | grep -ioP "[\"|']job[\"|']:[\s]\{[^\}]*" | rev | cut --complement -f2- -d"{" | rev)
    QUEUE_STATUS=$(echo "$JOB" | grep -ioP "[\"|']status[\"|']:[\s][\"|'][a-zA-Z0-9-]*" | rev | cut --complement -f2- -d"\"" | rev)
    if [ "$QUEUE_STATUS" = "completed" ]
    then
      # Print the result
      echo "$PARSED_RESULT"

      # Optional: isolate the document:
      # DOCUMENT=$(echo "$PARSED_RESULT" | grep -ioP "[\"|']document[\"|']:[\s].*([\"|']job[\"|'])" | rev | cut -f2- -d"," | rev)
      # echo "{$DOCUMENT}"

      # Remark: on compatible shells, fields can also be extracted through the use of tools like jq:
      # DOCUMENT=$(echo "$PARSED_RESULT" | jq '.["document"]')
      exit 0
    fi
    TIMES_TRIED=$((TIMES_TRIED+1))
  done
fi

echo "Operation aborted, document not retrieved after $TIMES_TRIED tries"
exit 1

<?php

use Mindee\Client;
use Mindee\Product\NutritionFactsLabel\NutritionFactsLabelV1;

// Init a new client
$mindeeClient = new Client("my-api-key-here");

// Load a file from disk
$inputSource = $mindeeClient->sourceFromPath("/path/to/the/file.ext");

// Parse the file asynchronously
$apiResponse = $mindeeClient->enqueueAndParse(NutritionFactsLabelV1::class, $inputSource);

echo $apiResponse->document;

Replace my-api-key-here with your new API key, or use the select an API key feature and it will be filled automatically.
Copy and paste the sample code of your desired choice in your application, code environment, terminal etc.
Replace /path/to/the/file.ext with the path to your input document.

Remember to replace with your V1 API key.

Run your code. You will receive a JSON response with the Nutrition Facts Data details.

API Response

Here is the full JSON response you get when you call the API:

{
  "api_request": {
    "error": {},
    "resources": [
      "document",
      "job"
    ],
    "status": "success",
    "status_code": 200,
    "url": "https://api.mindee.net/v1/products/mindee/nutrition_facts/v1/documents/4205474c-cabe-4732-918c-03d3d5eac15f"
  },
  "document": {
    "id": "4205474c-cabe-4732-918c-03d3d5eac15f",
    "inference": {
      "extras": {},
      "finished_at": "2024-10-21T12:20:44.224000",
      "is_rotation_applied": true,
      "pages": [
        {
          "extras": {},
          "id": 0,
          "orientation": {
            "value": 0
          },
          "prediction": {}
        }
      ],
      "prediction": {
        "added_sugars": {
          "daily_value": 20,
          "per_100g": null,
          "per_serving": 10
        },
        "calories": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 230
        },
        "cholesterol": {
          "daily_value": 0,
          "per_100g": null,
          "per_serving": 0
        },
        "dietary_fiber": {
          "daily_value": 14,
          "per_100g": null,
          "per_serving": 4
        },
        "nutrients": [
          {
            "daily_value": 10,
            "name": "Vitamin D",
            "per_100g": null,
            "per_serving": 2,
            "unit": "mcg"
          },
          {
            "daily_value": 20,
            "name": "Calcium",
            "per_100g": null,
            "per_serving": 260,
            "unit": "mg"
          },
          {
            "daily_value": 45,
            "name": "Iron",
            "per_100g": null,
            "per_serving": 8,
            "unit": "mg"
          },
          {
            "daily_value": 6,
            "name": "Potassium",
            "per_100g": null,
            "per_serving": 240,
            "unit": "mg"
          }
        ],
        "protein": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 3
        },
        "saturated_fat": {
          "daily_value": 5,
          "per_100g": null,
          "per_serving": 1
        },
        "serving_per_box": {
          "value": 8
        },
        "serving_size": {
          "amount": 55,
          "unit": "g"
        },
        "sodium": {
          "daily_value": 7,
          "per_100g": null,
          "per_serving": 160,
          "unit": "mg"
        },
        "total_carbohydrate": {
          "daily_value": 13,
          "per_100g": null,
          "per_serving": 37
        },
        "total_fat": {
          "daily_value": 10,
          "per_100g": null,
          "per_serving": 8
        },
        "total_sugars": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 12
        },
        "trans_fat": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 0
        }
      },
      "processing_time": 11.178,
      "product": {
        "features": [
          "serving_per_box",
          "serving_size",
          "calories",
          "total_fat",
          "saturated_fat",
          "trans_fat",
          "cholesterol",
          "total_carbohydrate",
          "dietary_fiber",
          "total_sugars",
          "added_sugars",
          "protein",
          "sodium",
          "nutrients"
        ],
        "name": "mindee/nutrition_facts",
        "type": "standard",
        "version": "1.0"
      },
      "started_at": "2024-10-21T12:20:32.861000"
    },
    "n_pages": 1,
    "name": "nutrition-facts-sample.jpg"
  },
  "job": {
    "available_at": "2024-10-21T12:20:44.245000",
    "error": {},
    "id": "4058bb0f-2dd6-461b-80b2-5a0cbc96d297",
    "issued_at": "2024-10-21T12:20:32.861000",
    "status": "completed"
  }
}

You can find the prediction within the prediction key found in document > inference > prediction for document-level predictions: it contains the different fields extracted at the document level, meaning that for multi-pages PDFs, we reconstruct a single receipt object using all the pages.

{
  "document": {
    "id": "4205474c-cabe-4732-918c-03d3d5eac15f",
    "inference": {
      "extras": {},
      "finished_at": "2024-10-21T12:20:44.224000",
      "is_rotation_applied": true,
      "pages": [
        {
          "extras": {},
          "id": 0,
          "orientation": {
            "value": 0
          },
          "prediction": {}
        }
      ],
      "prediction": {
        "added_sugars": {
          "daily_value": 20,
          "per_100g": null,
          "per_serving": 10
        },
        "calories": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 230
        },
        "cholesterol": {
          "daily_value": 0,
          "per_100g": null,
          "per_serving": 0
        },
        "dietary_fiber": {
          "daily_value": 14,
          "per_100g": null,
          "per_serving": 4
        },
        "nutrients": [
          {
            "daily_value": 10,
            "name": "Vitamin D",
            "per_100g": null,
            "per_serving": 2,
            "unit": "mcg"
          },
          {
            "daily_value": 20,
            "name": "Calcium",
            "per_100g": null,
            "per_serving": 260,
            "unit": "mg"
          },
          {
            "daily_value": 45,
            "name": "Iron",
            "per_100g": null,
            "per_serving": 8,
            "unit": "mg"
          },
          {
            "daily_value": 6,
            "name": "Potassium",
            "per_100g": null,
            "per_serving": 240,
            "unit": "mg"
          }
        ],
        "protein": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 3
        },
        "saturated_fat": {
          "daily_value": 5,
          "per_100g": null,
          "per_serving": 1
        },
        "serving_per_box": {
          "value": 8
        },
        "serving_size": {
          "amount": 55,
          "unit": "g"
        },
        "sodium": {
          "daily_value": 7,
          "per_100g": null,
          "per_serving": 160,
          "unit": "mg"
        },
        "total_carbohydrate": {
          "daily_value": 13,
          "per_100g": null,
          "per_serving": 37
        },
        "total_fat": {
          "daily_value": 10,
          "per_100g": null,
          "per_serving": 8
        },
        "total_sugars": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 12
        },
        "trans_fat": {
          "daily_value": null,
          "per_100g": null,
          "per_serving": 0
        }
      }
    }
  }
}

Detailed Field Information

Using the above Nutrition Facts Data example the following are the basic fields that can be extracted.

Serving per Box

serving_per_box: The number of servings in each box of the product.

{
  "serving_per_box": {
    "value": 8
  }
}

Serving Size

serving_size: The size of a single serving of the product.
- amount: The amount of a single serving.
- unit: The unit for the amount of a single serving.

{
  "serving_size": {
    "amount": 55,
    "unit": "g"
  }
}

Calories

calories: The amount of calories in the product.
- per_100g: The amount of calories per 100g of the product.
- per_serving: The amount of calories per serving of the product.
- daily_value: DVs are the recommended amounts of calories to consume or not to exceed per day..

{
  "calories": {
    "daily_value": null,
    "per_100g": null,
    "per_serving": 230
  }
}

Total Fat

total_fat: The amount of total fat in the product.
- per_100g: The amount of total fat per 100g of the product.
- per_serving: The amount of total fat per serving of the product.
- daily_value: DVs are the recommended amounts of total fat to consume or not to exceed per day..

{
  "total_fat": {
    "daily_value": 10,
    "per_100g": null,
    "per_serving": 8
  }
}

Saturated Fat

saturated_fat: The amount of saturated fat in the product.
- per_100g: The amount of saturated fat per 100g of the product.
- per_serving: The amount of saturated fat per serving of the product.
- daily_value: DVs are the recommended amounts of saturated fat to consume or not to exceed per day..

{
  "saturated_fat": {
    "daily_value": 5,
    "per_100g": null,
    "per_serving": 1
  }
}

Trans Fat

trans_fat: The amount of trans fat in the product.
- per_100g: The amount of trans fat per 100g of the product.
- per_serving: The amount of trans fat per serving of the product.
- daily_value: DVs are the recommended amounts of trans fat to consume or not to exceed per day..

{
  "trans_fat": {
    "daily_value": null,
    "per_100g": null,
    "per_serving": 0
  }
}

Cholesterol

cholesterol: The amount of trans fat in the product.
- per_100g: The amount of cholesterol per 100g of the product.
- per_serving: The amount of cholesterol per serving of the product.
- daily_value: DVs are the recommended amounts of cholesterol to consume or not to exceed per day..

{
  "cholesterol": {
    "daily_value": 0,
    "per_100g": null,
    "per_serving": 0
  }
}

Total Carbohydrate

total_carbohydrate: The amount of total carbohydrate in the product.
- per_100g: The amount of total carbohydrate per 100g of the product.
- per_serving: The amount of total carbohydrate per serving of the product.
- daily_value: DVs are the recommended amounts of total carbohydrate to consume or not to exceed per day..

{
  "total_carbohydrate": {
    "daily_value": 13,
    "per_100g": null,
    "per_serving": 37
  }
}

Dietary Fiber

dietary_fiber: The amount of total dietary fiber in the product.
- p

{
  "dietary_fiber": {
    "daily_value": 14,
    "per_100g": null,
    "per_serving": 4
  }
}

Total Sugars

total_sugars: The amount of total sugars in the product.
- per_100g: The amount of total sugars per 100g of the product.
- per_serving: The amount of total sugars per serving of the product.
- daily_value: DVs are the recommended amounts of total sugars to consume or not to exceed per day..

{
  "total_sugars": {
    "daily_value": null,
    "per_100g": null,
    "per_serving": 12
  }
}

Added Sugars

added_sugars: The amount of added sugars in the product.
- per_100g: The amount of added sugars per 100g of the product.
- per_serving: The amount of added sugars per serving of the product.
- daily_value: DVs are the recommended amounts of total sugars to consume or not to exceed per day..

{
  "added_sugars": {
    "daily_value": null,
    "per_100g": null,
    "per_serving": 12
  }
}

Protein

protein: The amount of protein in the product.
- per_100g: The amount of protein per 100g of the product.
- per_serving: The amount of protein per serving of the product.
- daily_value: DVs are the recommended amounts of protein to consume or not to exceed per day..

{
  "added_sugars": {
    "daily_value": null,
    "per_100g": null,
    "per_serving": 12
  }
}

Sodium

sodium: The amount of sodium in the product.
- per_100g: The amount of sodium per 100g of the product.
- per_serving: The amount of sodium per serving of the product.
- daily_value: DVs are the recommended amounts of sodium to consume or not to exceed per day..
- unit: The unit of measurement for the amount of sodium.

{
  "sodium": {
    "daily_value": 7,
    "per_100g": null,
    "per_serving": 160,
    "unit": "mg"
  }
}

Nutrients

nutrients: The amount of nutrients in the product.
- name: The name of the nutrients of the product.
- per_100g: The amount of sodium per 100g of the product.
- per_serving: The amount of sodium per serving of the product.
- unit: The unit of measurement for the amount of nutrients.
- daily_value: DVs are the recommended amounts of sodium to consume or not to exceed per day..

{
  "nutrients": [
    {
      "daily_value": 10,
      "name": "Vitamin D",
      "per_100g": null,
      "per_serving": 2,
      "unit": "mcg"
    },
    {
      "daily_value": 20,
      "name": "Calcium",
      "per_100g": null,
      "per_serving": 260,
      "unit": "mg"
    },
    {
      "daily_value": 45,
      "name": "Iron",
      "per_100g": null,
      "per_serving": 8,
      "unit": "mg"
    },
    {
      "daily_value": 6,
      "name": "Potassium",
      "per_100g": null,
      "per_serving": 240,
      "unit": "mg"
    }
  ]
}

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Good morning

Set up the API

API Response

Detailed Field Information

Serving per Box

Serving Size

Calories

Total Fat

Saturated Fat

Trans Fat

Cholesterol

Total Carbohydrate

Dietary Fiber

Total Sugars

Added Sugars

Protein

Sodium

Nutrients