Input path: /home/debian/html/nutritwin/output_llm/6735e3ebda92a/input.json
Output path: /home/debian/html/nutritwin/output_llm/6735e3ebda92a/output.json
Input text:
DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3
Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json
Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json
==================================================================================================================================
Prompt from user:
==================================================================================================================================
###########################################
# For image extraction, GPT4 is used #
###########################################
==================================== Prompt =============================================
In the image, identify all the foods and the beverages.
For each of them, identify the "name", the "type", the "quantity", if it exists, the "brand" and the "cooking" mode.
"Portions", like "tranche", are quantities.
Ignore what it is not connected to nutrition, beverage or food.
When the "brand" is not specified and the product is very well-known (like "Coca-Cola"), provide the brand name in "brand", otherwise set "brand" to "".
Identify what "type" of food.
Identify the "company" to which the "brand" belongs.
Estimate the "weight" in grams or centiliters for each result.
Identify the time is the current time, map it on the closest case: "petit-déjeuner", "déjeuner", "grignotage" or "dîner".
When the "name" has synonyms, use the most common name, example: "yaourt" is more common than "yogourt".
Format the result for each ingredient of food & beverage in french in JSON in an array of tuples {"name":, "quantity":, "weight":, "cooking":, "brand":, "company":, "type":, "time":, "event": "declaration"}.
=========================================================================================
Image recognition....
------------------------------ LLM Raw response -----------------------------
[
{
"name": "cuisse de poulet",
"quantity": "1",
"weight": "150",
"cooking": "rôtie",
"brand": "",
"company": "",
"type": "viande",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "galette de pommes de terre",
"quantity": "1",
"weight": "100",
"cooking": "frite",
"brand": "",
"company": "",
"type": "féculent",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "légumes variés",
"quantity": "portion",
"weight": "100",
"cooking": "à la vapeur",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "cuisse de poulet",
"quantity": "1",
"weight": "150",
"cooking": "rôtie",
"brand": "",
"company": "",
"type": "viande",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "galette de pommes de terre",
"quantity": "1",
"weight": "100",
"cooking": "frite",
"brand": "",
"company": "",
"type": "féculent",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "légumes variés",
"quantity": "portion",
"weight": "100",
"cooking": "à la vapeur",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "cuisse de poulet", "quantity": "1", "weight": "150", "cooking": "rôtie", "brand": "", "company": "", "type": "viande", "time": "déjeuner", "event": "declaration" }, { "name": "galette de pommes de terre", "quantity": "1", "weight": "100", "cooking": "frite", "brand": "", "company": "", "type": "féculent", "time": "déjeuner", "event": "declaration" }, { "name": "légumes variés", "quantity": "portion", "weight": "100", "cooking": "à la vapeur", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'cuisse de poulet', 'quantity': '1', 'weight': '150', 'cooking': 'rôtie', 'brand': '', 'company': '', 'type': 'viande', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'galette de pommes de terre', 'quantity': '1', 'weight': '100', 'cooking': 'frite', 'brand': '', 'company': '', 'type': 'féculent', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'légumes variés', 'quantity': 'portion', 'weight': '100', 'cooking': 'à la vapeur', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'cuisse de poulet', 'quantity': '1', 'weight': '150', 'cooking': 'rôtie', 'brand': '', 'company': '', 'type': 'viande', 'time': 'déjeuner', 'event': 'declaration'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% cuisse de poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Cuisse de Poulet - cuisse de poulet - - - 4416 - - - KCA#9c9640e64960bcc27e0ad73c62246699
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'galette de pommes de terre', 'quantity': '1', 'weight': '100', 'cooking': 'frite', 'brand': '', 'company': '', 'type': 'féculent', 'time': 'déjeuner', 'event': 'declaration'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% galette de pomme de terre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Galette de Pomme de Terre - galette de pomme de terre - - - 570 - - - KCA#dd036b5b3cfe14cdf5d944f7e8e34ea5
Galette de Pomme de Terre Surgelées - galette de pomme de terre surgelee - - - 44 - - - KCA#a32a257499ac239308d3d141350a5ffa
Rostis ou Galette de Pomme de Terre - rosti ou galette de pomme de terre - - - 0 - - - CIQ#1b605273fe879f0c47095564dda839b0
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'légumes variés', 'quantity': 'portion', 'weight': '100', 'cooking': 'à la vapeur', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% legume varie %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Soupe aux Légumes Variés - soupe au legume varie - - - 0 - - - CIQ#d699605fe28f0e449f54585ae67ca0ba
Soupe aux Légumes Variés - soupe au legume varie - déshydratée reconstituée - - 0 - - - CIQ#820f6153a27ba9470aa4cb46cb0a01fc
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'intents': ['Identify food in an image'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Cuisse de Poulet', 'normName': ' cuisse de poulet ', 'comment': '', 'normComment': '', 'rank': 4416, 'id': 'KCA#9c9640e64960bcc27e0ad73c62246699', 'quantity': '1', 'quantityLem': '1', 'pack': ['CUI.w250', 'POU.w100'], 'type': 'viande', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Galette de Pomme de Terre', 'normName': ' galette de pomme de terre ', 'comment': '', 'normComment': '', 'rank': 570, 'id': 'KCA#dd036b5b3cfe14cdf5d944f7e8e34ea5', 'quantity': '1', 'quantityLem': '1', 'pack': ['GA2.w25'], 'type': 'féculent', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'GA2-100', 'posiNormName': 0}, {'name': 'Soupe aux Légumes Variés', 'normName': ' soupe au legume varie ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#d699605fe28f0e449f54585ae67ca0ba', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['ACR', 'BOL'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 9}], 'activity': [], 'response': {}}, 'cputime': 5.615428924560547}
----------------------------------------------------------------------------------
LLM CPU Time: 5.615428924560547