Input path: /home/debian/html/nutritwin/output_llm/67321354305b5/input.json
Output path: /home/debian/html/nutritwin/output_llm/67321354305b5/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": "pain",
"quantity": "portion",
"weight": "40",
"cooking": "cuit",
"brand": "",
"company": "",
"type": "aliment solide",
"time": "grignotage",
"event": "declaration"
},
{
"name": "fromage frais",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "grignotage",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "pain",
"quantity": "portion",
"weight": "40",
"cooking": "cuit",
"brand": "",
"company": "",
"type": "aliment solide",
"time": "grignotage",
"event": "declaration"
},
{
"name": "fromage frais",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "grignotage",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "pain", "quantity": "portion", "weight": "40", "cooking": "cuit", "brand": "", "company": "", "type": "aliment solide", "time": "grignotage", "event": "declaration" }, { "name": "fromage frais", "quantity": "portion", "weight": "30", "cooking": "", "brand": "", "company": "", "type": "produit laitier", "time": "grignotage", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'pain', 'quantity': 'portion', 'weight': '40', 'cooking': 'cuit', 'brand': '', 'company': '', 'type': 'aliment solide', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'fromage frais', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'produit laitier', 'time': 'grignotage', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'pain', 'quantity': 'portion', 'weight': '40', 'cooking': 'cuit', 'brand': '', 'company': '', 'type': 'aliment solide', 'time': 'grignotage', '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 '% pain %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Pain - pain - - - 261532 - - - CIQ#78316c0b820d8f80c640c9d0bc741c50
Pain - pain - sans gluten - - 29 - - - CIQ#9d6a800b4a9dbe9504fb68b26057ad7b
Pain - pain - baguette, courante - - 0 - - - CIQ#c92016dc98d790db0bc7c949d601f5c2
Pain - pain - baguette ou boule, au levain - - 0 - - - CIQ#4b65f0348cbdd1f29daadea789369616
Pain - pain - baguette ou boule, de campagne - - 0 - - - CIQ#665da1982ec8e7e74501d57dc7e111b8
Pain - pain - baguette, de tradition française - - 0 - - - CIQ#e5e8a2a86b1a95d66e26a64c18c0b520
Pain - pain - baguette ou boule, bis, à la farine T80 ou T110 - - 0 - - - CIQ#233b9a74f0cc423be7b3fe6fa040567b
Pain - pain - baguette ou boule, bio, à la farine T55 jusqu'à T110 - - 0 - - - CIQ#91fae3ae1c9b87dd0039d7caa03a7d72
Pain - pain - baguette ou boule, aux céréales et graines, artisanal - - 0 - - - CIQ#5fed24621fe6dde995398f020bf84d7d
Pain Bis - pain bi - - - 77 - - - KCA#0d04d397f5620b8618c8972be2ce29a7
Pain Pita - pain pita - - - 951 - - - KCA#0a6b29619370c1e5c09e5ec16992feed
Pain Azyme - pain azyme - - - 1038 - - - KCA#90d292248257ebd4aba91b7e0f6f67d7
Pain Perdu - pain perdu - - - 783 - - - CIQ#67427fe34e70bfc99fd131b16908c1ee
Pain de Son - pain de son - - - 302 - - - KCA#3ccdb3c87985b4f83e1354ee3a2cebfd
Pain au Son - pain son - - - 0 - - - CIQ#825cc00fe7ac81ed34e142fde0f6ddf4
Pain de Mie - pain de mie - au son - - 0 - - - CIQ#1f8d06921f1e892824b0f8cef870e840
Pain de Mie - pain de mie - complet - - 7211 - - - CIQ#d93405497d2314d29dbd770c5b956eeb
Pain de Mie - pain de mie - courant - - 0 - - - CIQ#667832b5357e637fdb28760b7d6c2d8d
Pain Grillé - pain grille - domestique - - 0 - - - CIQ#f4bc68c618fb825e526db4034e88b66a
Pain de Mie - pain de mie - sans croûte - - 32 - - - CIQ#be3f663945b51703d39413cadc3becab
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'fromage frais', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'produit laitier', 'time': 'grignotage', '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 '% fromage frai %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Fromage Frais 0% MG - fromage frai 0% mg - - - 519 - - - KCA#88f1992eded597fa4d19465f74683774
Fromage Frais 30% MG - fromage frai 30% mg - - - 145 - - - KCA#7925728898a08e85f13745b60bc71320
Fromage Frais 20% MG - fromage frai 20% mg - - - 81 - - - KCA#0c277d2e26315ef0b610a1ac6f0b2c8f
Fromage Frais Type Petit Suisse - fromage frai type petit suisse - aux fruits, 2-3% MG - - 0 - - - CIQ#73cdc0ed06d7dae14d8f4af7f1d26d08
Fromage Frais Type Petit Suisse - fromage frai type petit suisse - nature, 4% MG environ - - 0 - - - CIQ#96495c393b505ed2542b7b6e7722a0ff
Fromage Frais Type Petit Suisse - fromage frai type petit suisse - nature, 10% MG environ - - 0 - - - CIQ#09070ff74775e5fa93151b578a83b59c
Fromage Frais Type Petit Suisse - fromage frai type petit suisse - aromatisé ou aux fruits, 2-3% MG, enrichi en calcium et vitamine D - - 0 - - - CIQ#8f2c8bc83670ebeb0388646a7b1e8d7f
Fromage Frais Salé Aromatisé 70% MG - fromage frai sale aromatise 70% mg - - - 36 - - - KCA#b41a07b5d00f432c217cc346b6954b5e
Poivrons au Fromage Frais - poivron fromage frai - - - 57 - - - KCA#bd381888f0220065256457b3c07763a7
Macaroni au Fromage Frais - macaroni fromage frai - - - 25 - - - KCA#113da072737accbd03d447ef3cb76768
Cheesecake ou Gâteau au Fromage Frais - cheesecake ou gateau fromage frai - - - 0 - - - CIQ#d84b60dd884839dd040ebe0814eba8ac
----------------------------------------------------
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': 'Pain', 'normName': ' pain ', 'comment': '', 'normComment': '', 'rank': 261532, 'id': 'CIQ#78316c0b820d8f80c640c9d0bc741c50', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['PAI.w60', 'BAG.w60', 'TPA.w30'], 'type': 'aliment solide', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Fromage Frais 0% MG', 'normName': ' fromage frai 0% mg ', 'comment': '', 'normComment': '', 'rank': 519, 'id': 'KCA#88f1992eded597fa4d19465f74683774', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['CUB.w30'], 'type': 'produit laitier', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.0689356327056885}
----------------------------------------------------------------------------------
LLM CPU Time: 5.0689356327056885