Transforming Your Health And Nutrition Solution With AI Innovation
Discover how fatsecret can help you leverage cutting-edge Image Recognition and Natural Language Processing to enhance your application with seamless food and nutrition capabilities using camera, voice and text modalities. Our fully customizable AI technology helps to reduce friction and empowers users to make accurate and informed nutrition choices effortlessly.
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IMAGE RECOGNITION
How Image Recognition Works In Simple Steps
Image Recognition is a powerful tool that allows users to capture images and receive detailed verified nutritional information for the food items detected — both branded and generic foods globally. This process enhances health and nutrition management through advanced technology.
Capture
User takes a photo of their meal.
Send
The image is sent to our API endpoint.
Detect
All food items and serving amounts are detected.
Analyze
Our AI model processes all food objects and correlating serving amounts.
Match
We match the food items and serving amounts against the user's local verified nutrition country dataset (available for 56 countries globally), while we factor in their history of foods consumed (optional).
Receive
JSON response with complete properties for all food items (including food name, nutritional values, categories, images, allergens, etc. – see food.get here).
See Image Recognition in Action: Real-World Examples of Our AI-Powered Nutrition
Discover how our innovative image recognition technology transforms food identification.
Experience seamless integration that enhances user engagement and accuracy.
563 calories
{
"food_response": [
{
"food_id": 36310,
"food_entry_name": "Red Cabbage",
"eaten": {
"food_name_singular": "purple cabbage",
"food_name_plural": "purple cabbages",
"singular_description": "cup",
"plural_description": "cups",
"units": 0.25,
"metric_description": "g",
"total_metric_amount": 22.0,
"per_unit_metric_amount": 88,
"total_nutritional_content": {
"calories": "7",
"carbohydrate": "1.62",
"protein": "0.31",
"fat": "0.04",
"saturated_fat": "0.007",
"polyunsaturated_fat": "0.028",
"monounsaturated_fat": "0.004",
"cholesterol": "0",
"sodium": "6",
"potassium": "53",
"fiber": "0.5",
"sugar": "0.86",
"vitamin_a": "12",
"vitamin_c": "12.5",
"calcium": "10",
"iron": "0.18"
}
},
"suggested_serving": {
"serving_id": 34014,
"serving_description": "1 cup chopped",
"custom_serving_description": "cups",
"metric_serving_description": "g",
"metric_measure_amount": 89.000,
"number_of_units": "0.247"
},
"food": {
"food_id": "36310",
"food_name": "Red Cabbage",
"food_type": "Generic",
"food_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage",
"servings": {
"serving": [
{
"serving_id": "34014",
"serving_description": "1 cup chopped",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=34014&portionamount=1.000",
"metric_serving_amount": "89.000",
"metric_serving_unit": "g",
"is_default": true,
"number_of_units": "1.000",
"measurement_description": "cup, chopped",
"calories": "28",
"carbohydrate": "6.56",
"protein": "1.27",
"fat": "0.14",
"saturated_fat": "0.030",
"polyunsaturated_fat": "0.111",
"monounsaturated_fat": "0.017",
"cholesterol": "0",
"sodium": "24",
"potassium": "216",
"fiber": "1.9",
"sugar": "3.48",
"vitamin_a": "50",
"vitamin_c": "50.7",
"calcium": "40",
"iron": "0.71"
},
{
"serving_id": "59041",
"serving_description": "100 g",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=59041&portionamount=100.000",
"metric_serving_amount": "100.000",
"metric_serving_unit": "g",
"number_of_units": "100.000",
"measurement_description": "g",
"calories": "31",
"carbohydrate": "7.37",
"protein": "1.43",
"fat": "0.16",
"saturated_fat": "0.034",
"polyunsaturated_fat": "0.125",
"monounsaturated_fat": "0.019",
"cholesterol": "0",
"sodium": "27",
"potassium": "243",
"fiber": "2.1",
"sugar": "3.91",
"vitamin_a": "56",
"vitamin_c": "57.0",
"calcium": "45",
"iron": "0.80"
},
{
"serving_id": "34015",
"serving_description": "1 cup shredded",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=34015&portionamount=1.000",
"metric_serving_amount": "70.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "cup, shredded",
"calories": "22",
"carbohydrate": "5.16",
"protein": "1.00",
"fat": "0.11",
"saturated_fat": "0.024",
"polyunsaturated_fat": "0.088",
"monounsaturated_fat": "0.013",
"cholesterol": "0",
"sodium": "19",
"potassium": "170",
"fiber": "1.5",
"sugar": "2.74",
"vitamin_a": "39",
"vitamin_c": "39.9",
"calcium": "32",
"iron": "0.56"
},
{
"serving_id": "44055",
"serving_description": "1 oz",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=44055&portionamount=1.000",
"metric_serving_amount": "28.350",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "oz",
"calories": "9",
"carbohydrate": "2.09",
"protein": "0.41",
"fat": "0.05",
"saturated_fat": "0.010",
"polyunsaturated_fat": "0.035",
"monounsaturated_fat": "0.005",
"cholesterol": "0",
"sodium": "8",
"potassium": "69",
"fiber": "0.6",
"sugar": "1.11",
"vitamin_a": "16",
"vitamin_c": "16.2",
"calcium": "13",
"iron": "0.23"
},
{
"serving_id": "34017",
"serving_description": "1 leaf",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=34017&portionamount=1.000",
"metric_serving_amount": "23.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "leaf",
"calories": "7",
"carbohydrate": "1.70",
"protein": "0.33",
"fat": "0.04",
"saturated_fat": "0.008",
"polyunsaturated_fat": "0.029",
"monounsaturated_fat": "0.004",
"cholesterol": "0",
"sodium": "6",
"potassium": "56",
"fiber": "0.5",
"sugar": "0.90",
"vitamin_a": "13",
"vitamin_c": "13.1",
"calcium": "10",
"iron": "0.18"
},
{
"serving_id": "34019",
"serving_description": "1 head small (4\" dia)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=34019&portionamount=1.000",
"metric_serving_amount": "567.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "head, small (4\" dia)",
"calories": "176",
"carbohydrate": "41.79",
"protein": "8.11",
"fat": "0.91",
"saturated_fat": "0.193",
"polyunsaturated_fat": "0.709",
"monounsaturated_fat": "0.108",
"cholesterol": "0",
"sodium": "153",
"potassium": "1378",
"fiber": "11.9",
"sugar": "22.17",
"vitamin_a": "318",
"vitamin_c": "323.2",
"calcium": "255",
"iron": "4.54"
},
{
"serving_id": "34018",
"serving_description": "1 head medium (about 5\" dia)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/usda/red-cabbage?portionid=34018&portionamount=1.000",
"metric_serving_amount": "839.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "head, medium (about 5\" dia)",
"calories": "260",
"carbohydrate": "61.83",
"protein": "12.00",
"fat": "1.34",
"saturated_fat": "0.285",
"polyunsaturated_fat": "1.049",
"monounsaturated_fat": "0.159",
"cholesterol": "0",
"sodium": "227",
"potassium": "2039",
"fiber": "17.6",
"sugar": "32.80",
"vitamin_a": "470",
"vitamin_c": "478.2",
"calcium": "378",
"iron": "6.71"
}
]
}
}
},
{
"food_id": 3094,
"food_entry_name": "Boiled Egg",
"eaten": {
"food_name_singular": "boiled egg",
"food_name_plural": "boiled eggs",
"singular_description": "piece",
"plural_description": "pieces",
"units": 2,
"metric_description": "g",
"total_metric_amount": 100.0,
"per_unit_metric_amount": 50.0,
"total_nutritional_content": {
"calories": "154",
"carbohydrate": "1.12",
"protein": "12.53",
"fat": "10.57",
"saturated_fat": "3.254",
"polyunsaturated_fat": "1.408",
"monounsaturated_fat": "4.061",
"cholesterol": "422",
"sodium": "278",
"potassium": "126",
"fiber": "0",
"sugar": "1.12",
"vitamin_a": "168",
"vitamin_c": "0",
"calcium": "50",
"iron": "1.19"
}
},
"suggested_serving": {
"serving_id": 11942,
"serving_description": "1 large",
"custom_serving_description": "pieces",
"metric_serving_description": "g",
"metric_measure_amount": 50.000,
"number_of_units": "2"
},
"food": {
"food_id": "3094",
"food_name": "Boiled Egg",
"food_type": "Generic",
"food_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled",
"servings": {
"serving": [
{
"serving_id": "11942",
"serving_description": "1 large",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled?portionid=11942&portionamount=1.000",
"metric_serving_amount": "50.000",
"metric_serving_unit": "g",
"is_default": true,
"number_of_units": "1.000",
"measurement_description": "large",
"calories": "77",
"carbohydrate": "0.56",
"protein": "6.26",
"fat": "5.28",
"saturated_fat": "1.627",
"polyunsaturated_fat": "0.704",
"monounsaturated_fat": "2.030",
"cholesterol": "211",
"sodium": "139",
"potassium": "63",
"fiber": "0",
"sugar": "0.56",
"vitamin_a": "84",
"vitamin_c": "0",
"calcium": "25",
"iron": "0.60"
},
{
"serving_id": "10244",
"serving_description": "1 medium",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled?portionid=10244&portionamount=1.000",
"metric_serving_amount": "44.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "medium",
"calories": "68",
"carbohydrate": "0.49",
"protein": "5.51",
"fat": "4.65",
"saturated_fat": "1.432",
"polyunsaturated_fat": "0.620",
"monounsaturated_fat": "1.787",
"cholesterol": "186",
"sodium": "122",
"potassium": "55",
"fiber": "0",
"sugar": "0.49",
"vitamin_a": "74",
"vitamin_c": "0",
"calcium": "22",
"iron": "0.52"
},
{
"serving_id": "51774",
"serving_description": "100 g",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled?portionid=51774&portionamount=100.000",
"metric_serving_amount": "100.000",
"metric_serving_unit": "g",
"number_of_units": "100.000",
"measurement_description": "g",
"calories": "154",
"carbohydrate": "1.12",
"protein": "12.53",
"fat": "10.57",
"saturated_fat": "3.254",
"polyunsaturated_fat": "1.408",
"monounsaturated_fat": "4.061",
"cholesterol": "422",
"sodium": "278",
"potassium": "126",
"fiber": "0",
"sugar": "1.12",
"vitamin_a": "168",
"vitamin_c": "0",
"calcium": "50",
"iron": "1.19"
},
{
"serving_id": "12126",
"serving_description": "1 small",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled?portionid=12126&portionamount=1.000",
"metric_serving_amount": "37.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "small",
"calories": "57",
"carbohydrate": "0.41",
"protein": "4.64",
"fat": "3.91",
"saturated_fat": "1.204",
"polyunsaturated_fat": "0.521",
"monounsaturated_fat": "1.502",
"cholesterol": "156",
"sodium": "103",
"potassium": "47",
"fiber": "0",
"sugar": "0.41",
"vitamin_a": "62",
"vitamin_c": "0",
"calcium": "18",
"iron": "0.44"
},
{
"serving_id": "11058",
"serving_description": "1 extra large",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/egg-whole-boiled?portionid=11058&portionamount=1.000",
"metric_serving_amount": "58.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "extra large",
"calories": "89",
"carbohydrate": "0.65",
"protein": "7.27",
"fat": "6.13",
"saturated_fat": "1.887",
"polyunsaturated_fat": "0.817",
"monounsaturated_fat": "2.355",
"cholesterol": "245",
"sodium": "161",
"potassium": "73",
"fiber": "0",
"sugar": "0.65",
"vitamin_a": "97",
"vitamin_c": "0",
"calcium": "29",
"iron": "0.69"
}
]
}
}
},
{
"food_id": 6244,
"food_entry_name": "Cucumber",
"eaten": {
"food_name_singular": "cucumber",
"food_name_plural": "cucumbers",
"singular_description": "cup",
"plural_description": "cups",
"units": 0.5,
"metric_description": "g",
"total_metric_amount": 52.0,
"per_unit_metric_amount": 104,
"total_nutritional_content": {
"calories": "6",
"carbohydrate": "1.12",
"protein": "0.31",
"fat": "0.08",
"saturated_fat": "0.007",
"polyunsaturated_fat": "0.002",
"monounsaturated_fat": "0.001",
"cholesterol": "0",
"sodium": "1",
"potassium": "71",
"fiber": "0.4",
"sugar": "0.72",
"vitamin_a": "2",
"vitamin_c": "1.7",
"calcium": "7",
"iron": "0.11"
}
},
"suggested_serving": {
"serving_id": 22021,
"serving_description": "1 slice",
"custom_serving_description": "cups",
"metric_serving_description": "g",
"metric_measure_amount": 7.000,
"number_of_units": "7.429"
},
"food": {
"food_id": "6244",
"food_name": "Cucumber",
"food_type": "Generic",
"food_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw",
"servings": {
"serving": [
{
"serving_id": "22021",
"serving_description": "1 slice",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=22021&portionamount=1.000",
"metric_serving_amount": "7.000",
"metric_serving_unit": "g",
"is_default": true,
"number_of_units": "1.000",
"measurement_description": "slice",
"calories": "1",
"carbohydrate": "0.15",
"protein": "0.04",
"fat": "0.01",
"saturated_fat": "0.001",
"polyunsaturated_fat": "0.000",
"monounsaturated_fat": "0.000",
"cholesterol": "0",
"sodium": "0",
"potassium": "10",
"fiber": "0",
"sugar": "0.10",
"vitamin_a": "0",
"vitamin_c": "0.2",
"calcium": "1",
"iron": "0.02"
},
{
"serving_id": "54924",
"serving_description": "100 g",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=54924&portionamount=100.000",
"metric_serving_amount": "100.000",
"metric_serving_unit": "g",
"number_of_units": "100.000",
"measurement_description": "g",
"calories": "12",
"carbohydrate": "2.16",
"protein": "0.59",
"fat": "0.16",
"saturated_fat": "0.013",
"polyunsaturated_fat": "0.003",
"monounsaturated_fat": "0.002",
"cholesterol": "0",
"sodium": "2",
"potassium": "136",
"fiber": "0.7",
"sugar": "1.38",
"vitamin_a": "4",
"vitamin_c": "3.2",
"calcium": "14",
"iron": "0.22"
},
{
"serving_id": "22020",
"serving_description": "1 medium (7\" long)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=22020&portionamount=1.000",
"metric_serving_amount": "201.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "medium (7\" long)",
"calories": "24",
"carbohydrate": "4.34",
"protein": "1.19",
"fat": "0.32",
"saturated_fat": "0.026",
"polyunsaturated_fat": "0.006",
"monounsaturated_fat": "0.004",
"cholesterol": "0",
"sodium": "4",
"potassium": "273",
"fiber": "1.4",
"sugar": "2.77",
"vitamin_a": "8",
"vitamin_c": "6.4",
"calcium": "28",
"iron": "0.44"
},
{
"serving_id": "21886",
"serving_description": "1 small (6-3/8\" long)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=21886&portionamount=1.000",
"metric_serving_amount": "158.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "small (6-3/8\" long)",
"calories": "19",
"carbohydrate": "3.41",
"protein": "0.93",
"fat": "0.25",
"saturated_fat": "0.021",
"polyunsaturated_fat": "0.005",
"monounsaturated_fat": "0.003",
"cholesterol": "0",
"sodium": "3",
"potassium": "215",
"fiber": "1.1",
"sugar": "2.18",
"vitamin_a": "6",
"vitamin_c": "5.1",
"calcium": "22",
"iron": "0.35"
},
{
"serving_id": "23184",
"serving_description": "1 oz, raw, yields",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=23184&portionamount=1.000",
"metric_serving_amount": "24.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "oz, raw, yields",
"calories": "3",
"carbohydrate": "0.52",
"protein": "0.14",
"fat": "0.04",
"saturated_fat": "0.003",
"polyunsaturated_fat": "0.001",
"monounsaturated_fat": "0.000",
"cholesterol": "0",
"sodium": "0",
"potassium": "33",
"fiber": "0.2",
"sugar": "0.33",
"vitamin_a": "1",
"vitamin_c": "0.8",
"calcium": "3",
"iron": "0.05"
},
{
"serving_id": "21901",
"serving_description": "1 large (8-1/4\" long)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=21901&portionamount=1.000",
"metric_serving_amount": "280.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "large (8-1/4\" long)",
"calories": "34",
"carbohydrate": "6.05",
"protein": "1.65",
"fat": "0.45",
"saturated_fat": "0.036",
"polyunsaturated_fat": "0.008",
"monounsaturated_fat": "0.006",
"cholesterol": "0",
"sodium": "6",
"potassium": "381",
"fiber": "2.0",
"sugar": "3.86",
"vitamin_a": "11",
"vitamin_c": "9.0",
"calcium": "39",
"iron": "0.62"
},
{
"serving_id": "21071",
"serving_description": "1 cup sliced",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=21071&portionamount=1.000",
"metric_serving_amount": "119.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "cup, sliced",
"calories": "14",
"carbohydrate": "2.57",
"protein": "0.70",
"fat": "0.19",
"saturated_fat": "0.015",
"polyunsaturated_fat": "0.004",
"monounsaturated_fat": "0.002",
"cholesterol": "0",
"sodium": "2",
"potassium": "162",
"fiber": "0.8",
"sugar": "1.64",
"vitamin_a": "5",
"vitamin_c": "3.8",
"calcium": "17",
"iron": "0.26"
},
{
"serving_id": "21499",
"serving_description": "1 stick, 4\" long",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=21499&portionamount=1.000",
"metric_serving_amount": "9.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "stick, 4\" long",
"calories": "1",
"carbohydrate": "0.19",
"protein": "0.05",
"fat": "0.01",
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"polyunsaturated_fat": "0.000",
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"fiber": "0.1",
"sugar": "0.12",
"vitamin_a": "0",
"vitamin_c": "0.3",
"calcium": "1",
"iron": "0.02"
},
{
"serving_id": "23054",
"serving_description": "1 serving (60 g)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/cucumber-raw?portionid=23054&portionamount=1.000",
"metric_serving_amount": "60.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "serving (60g)",
"calories": "7",
"carbohydrate": "1.30",
"protein": "0.35",
"fat": "0.10",
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"polyunsaturated_fat": "0.002",
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"cholesterol": "0",
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"potassium": "82",
"fiber": "0.4",
"sugar": "0.83",
"vitamin_a": "2",
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"serving_description": "1 thick/large slice (1/2\" thick)",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/tomatoes-raw?portionid=22908&portionamount=1.000",
"metric_serving_amount": "27.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "thick/large slice (1/2\" thick)",
"calories": "5",
"carbohydrate": "1.06",
"protein": "0.24",
"fat": "0.05",
"saturated_fat": "0.012",
"polyunsaturated_fat": "0.036",
"monounsaturated_fat": "0.014",
"cholesterol": "0",
"sodium": "1",
"potassium": "64",
"fiber": "0.3",
"sugar": "0.71",
"vitamin_a": "11",
"vitamin_c": "3.4",
"calcium": "3",
"iron": "0.07"
},
{
"serving_id": "22909",
"serving_description": "1 thin/small slice",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/tomatoes-raw?portionid=22909&portionamount=1.000",
"metric_serving_amount": "15.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "thin/small slice",
"calories": "3",
"carbohydrate": "0.59",
"protein": "0.13",
"fat": "0.03",
"saturated_fat": "0.007",
"polyunsaturated_fat": "0.020",
"monounsaturated_fat": "0.008",
"cholesterol": "0",
"sodium": "1",
"potassium": "36",
"fiber": "0.2",
"sugar": "0.39",
"vitamin_a": "6",
"vitamin_c": "1.9",
"calcium": "2",
"iron": "0.04"
},
{
"serving_id": "20242",
"serving_description": "1 cherry",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/tomatoes-raw?portionid=20242&portionamount=1.000",
"metric_serving_amount": "17.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "cherry",
"calories": "3",
"carbohydrate": "0.67",
"protein": "0.15",
"fat": "0.03",
"saturated_fat": "0.008",
"polyunsaturated_fat": "0.023",
"monounsaturated_fat": "0.009",
"cholesterol": "0",
"sodium": "1",
"potassium": "40",
"fiber": "0.2",
"sugar": "0.45",
"vitamin_a": "7",
"vitamin_c": "2.2",
"calcium": "2",
"iron": "0.05"
},
{
"serving_id": "23529",
"serving_description": "1 plum",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/generic/tomatoes-raw?portionid=23529&portionamount=1.000",
"metric_serving_amount": "62.000",
"metric_serving_unit": "g",
"number_of_units": "1.000",
"measurement_description": "plum",
"calories": "11",
"carbohydrate": "2.43",
"protein": "0.55",
"fat": "0.12",
"saturated_fat": "0.029",
"polyunsaturated_fat": "0.084",
"monounsaturated_fat": "0.032",
"cholesterol": "0",
"sodium": "3",
"potassium": "147",
"fiber": "0.7",
"sugar": "1.63",
"vitamin_a": "26",
"vitamin_c": "7.9",
"calcium": "6",
"iron": "0.17"
}
]
}
}
}
]
}
620 calories
{
"food_response": [
{
"food_id": 68409693,
"food_entry_name": "Hamburger: The Classic McDonald's Burger",
"brand_name": "McDonald's",
"eaten": {
"food_name_singular": "burger",
"food_name_plural": "burgers",
"singular_description": "piece",
"plural_description": "pieces",
"units": 1,
"total_nutritional_content": null
},
"suggested_serving": {
"serving_id": 56010760,
"serving_description": "1 serving",
"custom_serving_description": "piece",
"number_of_units": "1"
},
"food": {
"food_id": "68409693",
"food_name": "Hamburger: The Classic McDonald's Burger",
"brand_name": "McDonald's",
"food_type": "Brand",
"food_url": "https://foods.fatsecret.com/calories-nutrition/mcdonalds/hamburger-the-classic-mcdonalds-burger",
"servings": {
"serving": [
{
"serving_id": "56010760",
"serving_description": "1 serving",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/mcdonalds/hamburger-the-classic-mcdonalds-burger",
"is_default": true,
"number_of_units": "1.000",
"measurement_description": "serving",
"calories": "250",
"carbohydrate": "30.00",
"protein": "12.00",
"fat": "9.00",
"saturated_fat": "3.500",
"added_sugar": "5.000",
"trans_fat": "0.000",
"cholesterol": "30",
"sodium": "510",
"potassium": "190",
"fiber": "1.0",
"sugar": "5.00",
"vitamin_d": "0",
"calcium": "15",
"iron": "2.50"
}
]
}
}
},
{
"food_id": 68444097,
"food_entry_name": "World Famous Fries - Medium",
"brand_name": "McDonald's",
"eaten": {
"food_name_singular": "french fry",
"food_name_plural": "french fries",
"singular_description": "serving",
"plural_description": "servings",
"units": 1,
"total_nutritional_content": {
"calories": "320",
"carbohydrate": "43.00",
"protein": "5.00",
"fat": "15.00",
"saturated_fat": "2.000",
"added_sugar": "0.000",
"trans_fat": "0.000",
"cholesterol": "0",
"sodium": "260",
"potassium": "650",
"fiber": "4.0",
"sugar": "0.00",
"vitamin_d": "0",
"calcium": "15",
"iron": "1.00"
}
},
"suggested_serving": {
"serving_id": 56035206,
"serving_description": "1 serving",
"custom_serving_description": "serving",
"number_of_units": "1"
},
"food": {
"food_id": "68444097",
"food_name": "World Famous Fries - Medium",
"brand_name": "McDonald's",
"food_type": "Brand",
"food_url": "https://foods.fatsecret.com/calories-nutrition/mcdonalds/world-famous-fries-medium",
"servings": {
"serving": [
{
"serving_id": "56035206",
"serving_description": "1 serving",
"serving_url": "https://foods.fatsecret.com/calories-nutrition/mcdonalds/world-famous-fries-medium",
"is_default": true,
"number_of_units": "1.000",
"measurement_description": "serving",
"calories": "320",
"carbohydrate": "43.00",
"protein": "5.00",
"fat": "15.00",
"saturated_fat": "2.000",
"added_sugar": "0.000",
"trans_fat": "0.000",
"cholesterol": "0",
"sodium": "260",
"potassium": "650",
"fiber": "4.0",
"sugar": "0.00",
"vitamin_d": "0",
"calcium": "15",
"iron": "1.00"
}
]
}
}
}
]
}Access Our Live Demo — No Coding Required
Visit our API Demo to test both Image Recognition and Natural Language Processing (NLP). We also provide free 14-day trial access to both capabilities. Please register for a free Platform API account to commence your free trial access to both AI capabilities from your Account Dashboard.
NATURAL LANGUAGE PROCESSING
How Natural Language Processing Works In Simple Steps
Natural Language Processing (NLP) is a powerful tool that helps users reduce friction to make food and nutrition capabilities more seamless. By breaking down language into manageable steps, NLP transforms complex data into actionable insights. Our NLP capabilities work across 24 languages for 56 countries.
Send
The input is sent to our API endpoint.
Process
All food items and serving amounts are detected.
Match
We then match the food items and serving amounts against the user's local verified nutrition country dataset (available for 56 countries globally) while factoring in their history of foods consumed (optional).
Receive
JSON response with complete properties for all food items (including food name, nutritional values, categories, images, allergens, etc. – see food.get here).
See Natural Language Processing in Action: Real-World Examples of AI-Powered Nutrition
Discover how our innovative image recognition technology transforms food identification. Experience seamless integration that enhances user engagement and accuracy.
Toasted White Bread
Units: 1.0 | Serving: 1 slice (28g in total, 28g per unit)
Total Calories: 82 | Total Fat: 1.12 | Total Carbs: 15.23 | Total Protein: 2.52
Sliced Ham (Regular, Approx. 11% Fat)
Units: 1.0 | Serving: 1 serving 2 slices (56g in total, 56g per unit)
Total Calories: 91 | Total Fat: 4.82 | Total Carbs: 2.14 | Total Protein: 9.30
Cheese
Units: 1.0 | Serving: 100 g (28g in total, 28g per unit)
Total Calories: 98 | Total Fat: 7.53 | Total Carbs: 1.32 | Total Protein: 6.22
Apples
Units: 1.0 | Serving: 1 medium (2-3/4" dia) (approx 3 per lb) (182g in total, 182g per unit)
Total Calories: 95 | Total Fat: 0.31 | Total Carbs: 25.13 | Total Protein: 0.47
Bananas
Units: 1.0 | Serving: 1 medium (7" to 7-7/8" long) (118g in total, 118g per unit)
Total Calories: 105 | Total Fat: 0.39 | Total Carbs: 26.95 | Total Protein: 1.29
Cappuccino
Units: 1.0 | Serving: 100 ml (240ml in total, 240ml per unit)
Total Calories: 75 | Total Fat: 4.04 | Total Carbs: 5.89 | Total Protein: 4.14
Spaghetti Bolognese
Units: 1.0 | Serving: bowl (300g in total, 300g per unit)
Total Calories: 439 | Total Fat: 15.33 | Total Carbs: 54.55 | Total Protein: 21.36
Lettuce Salad with Assorted Vegetables
Units: 1.0 | Serving: bowl (150g in total, 150g per unit)
Total Calories: 23 | Total Fat: 0.22 | Total Carbs: 4.71 | Total Protein: 1.11
Soda
Units: 1.0 | Serving: glass (250ml in total, 250ml per unit)
Total Calories: 00 | Total Fat: 0.03 | Total Carbs: 25.60 | Total Protein: 0.18
Turkey Sandwich
Units: 1.0 | Serving: sandwich (150g in total, 150g per unit)
Total Calories: 319 | Total Fat: 9.25 | Total Carbs: 27.62 | Total Protein: 29.08
Potato Chips
Units: 1.0 | Serving: serving (28g in total, 28g per unit)
Total Calories: 153 | Total Fat: 10.49 | Total Carbs: 13.93 | Total Protein: 1.84
Iced Tea
Units: 1.0 | Serving: glass (240ml in total, 240ml per unit)
Total Calories: 91 | Total Fat: 0.0 | Total Carbs: 23.76 | Total Protein: 0.02
Cookie
Units: 1.0 | Serving: cookie (50g in total, 50g per unit)
Total Calories: 243 | Total Fat: 10.70 | Total Carbs: 34.48 | Total Protein: 2.71
Access Our Live Demo — No Coding Required
Visit our API Demo to test both Image Recognition and Natural Language Processing (NLP). We also provide free 14-day trial access to both capabilities. Please register for a free Platform API account to commence your free trial access to both AI capabilities from your Account Dashboard.
Our fatsecret API Is Available in 24 Languages
All our API capabilities are available across 56 unique verified country datasets (see Localization Guideline here) and work across any of our 24 supported languages:
Arabic
Chinese
Chinese (Traditional)
Danish
Dutch
English
English (Canada)
English (Regional)
Finnish
French
German
Indonesian
Italian
Japanese
Korean
Norwegian
Polish
Portuguese
Portuguese (Portugal)
Russian
Spanish
Swedish
Turkish
Ukrainian
Frequently Asked Questions
Explore our frequently asked questions about Image Recognition and Natural Language Processing capabilities.
Image Recognition is a technology that allows computers to identify and process images. It works by analyzing visual data and extracting meaningful information. This capability can be used to enhance applications in various fields, including health and nutrition.
Natural Language Processing (NLP) enables machines to understand and interpret human language. It involves several steps, including parsing and analyzing input to produce meaningful output. This technology can be integrated into applications for better user interaction and data extraction. The input can either be text or human voice. If the input is provided as voice, it can then be transcribed using existing transcription libraries – available natively for iOS and
Android.
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v1/natural.language.processing
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v1/natural.language.processing
Image Recognition can be used in various applications such as food tracking, dietary analysis, and health monitoring. It allows users to capture images of food items and receive instant nutritional information. This enhances user experience and promotes healthier choices.
Our Image Recognition API method allows developers to submit a user's entire meal as part of an image (via a b64 string) of either 256x256 or 512x512px to us. We then detect all food items vs non-food items in the image as well as serving amount for all foods. Once all items and the servings have been defined, we match them against the local verified nutrition dataset of the user's country while we provide these across 56 countries globally.
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v2/image.recognition
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v2/image.recognition
Integrating NLP into your application involves using APIs that facilitate language processing. Developers can send user input to our NLP API endpoint which returns all analyzed items in an automated and structured form – with minimal latency. This allows for seamless interaction and enhances the overall functionality of modern mobile apps.
There are many public libraries available to transcribe voice to text. For mobile applications, we recommend using the native libraries available for iOS and Android.
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v1/natural.language.processing
There are many public libraries available to transcribe voice to text. For mobile applications, we recommend using the native libraries available for iOS and Android.
More information is available as part of our REST API documentation here: https://platform.fatsecret.com/docs/v1/natural.language.processing
The benefits of using Image Recognition and NLP include improved accuracy in data processing and enhanced user engagement. While food logging can be incredibly tedious and full of friction, these technologies can help automate tasks, reduce errors, and provide users with valuable insights. Ultimately, they contribute to a more efficient and user-friendly experience – in particular when it comes to reducing friction.
As with all AI powered solutions, there are significant infrastructure costs hence both capabilities are optional add-ons to any existing API tiers and are billed per usage – while we provide a 14-day free trial access.
Full pricing details are provided when you log into your Platform API Dashboard prior to commencing your free trial:
Full pricing details are provided when you log into your Platform API Dashboard prior to commencing your free trial:
Yes, we provide free 14-day trial access to both Image Recognition and Natural Language Processing. Simply activate free trial access from your Account Dashboard.
If you don't have an account yet, you can register for a free Platform API account and obtain your API key here:
If you don't have an account yet, you can register for a free Platform API account and obtain your API key here:
Have a question?
Contact UsThe Largest Global Food and Nutrition API Available
150+
Corporate Clients
700M+
API Calls per month
56+
Verified country data sets
24
Supported languages
35,000+
Active developers across
150 countries
90%+
UPC/EAC barcode coverage
globally
17,000+
Recipes with images,
ingredients & instructions