Input path: /home/debian/html/nutritwin/output_llm/674b5f4f1c56d/input.json
Output path: /home/debian/html/nutritwin/output_llm/674b5f4f1c56d/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": "poulet", "quantity": "portions", "weight": "150", "cooking": "sauté", "brand": "", "company": "", "type": "viande", "time": "", "event": "declaration"},
{"name": "spaghetti", "quantity": "portions", "weight": "200", "cooking": "cuit à l'eau", "brand": "", "company": "", "type": "pâtes", "time": "", "event": "declaration"}
]
Sans information sur l'heure du repas, je ne peux pas déterminer s'il s'agit d'un "petit-déjeuner", "déjeuner", "grignotage" ou "dîner". Les poids sont des estimations.
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{"name": "poulet", "quantity": "portions", "weight": "150", "cooking": "sauté", "brand": "", "company": "", "type": "viande", "time": "", "event": "declaration"},
{"name": "spaghetti", "quantity": "portions", "weight": "200", "cooking": "cuit à l'eau", "brand": "", "company": "", "type": "pâtes", "time": "", "event": "declaration"}
]
Sans information sur l'heure du repas, je ne peux pas déterminer s'il s'agit d'un "petit-déjeuner", "déjeuner", "grignotage" ou "dîner". Les poids sont des estimations.
------------------------------------------------------
------------------------ After simplification ------------------------
[ {"name": "poulet", "quantity": "portions", "weight": "150", "cooking": "sauté", "brand": "", "company": "", "type": "viande", "time": "", "event": "declaration"}, {"name": "spaghetti", "quantity": "portions", "weight": "200", "cooking": "cuit à l'eau", "brand": "", "company": "", "type": "pâtes", "time": "", "event": "declaration"}]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'poulet', 'quantity': 'portions', 'weight': '150', 'cooking': 'sauté', 'brand': '', 'company': '', 'type': 'viande', 'time': '', 'event': 'declaration'}, {'name': 'spaghetti', 'quantity': 'portions', 'weight': '200', 'cooking': "cuit à l'eau", 'brand': '', 'company': '', 'type': 'pâtes', 'time': '', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'poulet', 'quantity': 'portions', 'weight': '150', 'cooking': 'sauté', 'brand': '', 'company': '', 'type': 'viande', 'time': '', '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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36
Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0
Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135
Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d
Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224
Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69
Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a
Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052
Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c
Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f
Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304
Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32
Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486
Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3
Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea
Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1
Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034
Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93
Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80
Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'spaghetti', 'quantity': 'portions', 'weight': '200', 'cooking': "cuit à l'eau", 'brand': '', 'company': '', 'type': 'pâtes', 'time': '', '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 '% spaghetti %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Spaghetti à la Tomate - spaghetti tomate - la tomate - - 0 - - - KCA#eac5b007f90ab2170453e966d0134877
Spaghetti Frais Cuits - spaghetti frai cuit - frais cuits - - 0 - - - KCA#969c66ff3ff2d2a3550299ddebae039d
Spaghetti au Brocoli, - spaghetti brocoli - au Parmesan et à l'ail - - 59 - - - KCA#f198684f97ffadd619f67e4bf8502ed2
Spaghetti Sauce Tomate - spaghetti sauce tomate - sauce tomate - - 0 - - - KCA#8e8cc25adac4bb1a5ff6a9bd1950fcd8
Spaghetti à la Carbonara - spaghetti carbonara - la carbonara - - 0 - - - KCA#6ec5df1aa496fd4ac9b5c1a2c62ed018
Spaghetti aux Petits Pois - spaghetti au petit poi - petits pois - - 0 - - - KCA#a2399bcd885726804760f4e591b0f367
Spaghetti à la Bolognaise - spaghetti bolognaise - la bolognaise - - 0 - - - KCA#06b879eee3fcb0b82fe252b2f53197e1
Spaghetti à l'Huile et à l'Ail - spaghetti huile ail - à l'ail - - 0 - - - KCA#8e6881d0aa9ae2dade4533522fc1b3aa
----------------------------------------------------
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': 'Poulet', 'normName': ' poulet ', 'comment': 'croquette panée ou nuggets', 'normComment': ' croquette panee ou nugget ', 'rank': 0, 'id': 'CIQ#d8096293142be1614c2e2d792fb0d135', 'quantity': 'portions', 'quantityLem': 'portion', 'pack': ['HEN.w300'], 'type': 'viande', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'HEN-10', 'posiNormName': 0}, {'name': 'Spaghetti à la Tomate', 'normName': ' spaghetti tomate ', 'comment': 'la tomate', 'normComment': ' tomate ', 'rank': 0, 'id': 'KCA#eac5b007f90ab2170453e966d0134877', 'quantity': 'portions', 'quantityLem': 'portion', 'pack': ['NO2.w200'], 'type': 'pâtes', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.526579856872559}
----------------------------------------------------------------------------------
LLM CPU Time: 4.526579856872559