Input path: /home/debian/html/nutritwin/output_llm/6853e752606a4/input.json
Output path: /home/debian/html/nutritwin/output_llm/6853e752606a4/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:
==================================================================================================================================
Image to be analyzed: /home/debian/html/nutritwin/output_llm/6853e752606a4/capture.jpg
##############################################################################################
# For image extraction, pixtral-large-2411 is used #
##############################################################################################
==================================== Prompt =============================================
In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods.
Ignore what it is not connected to nutrition, beverage or food.
When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each.
The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french.
Provide a solution without explanation.
Use only the food & beverage ontology described in this Turtle/RDF model:
"""
@prefix food: .
@prefix rdfs: .
@prefix xsd: .
@prefix owl: .
@prefix prov: .
food: a owl:Ontology ;
rdfs:comment "Definition of the food archetype"@en .
food:name a owl:DatatypeProperty;
rdfs:label "name"@en;
rdfs:comment """Food or beverage identifier, the name should not contain information related to quantity or container (like glass...).
Ignore food or beverage when it is not consumed in the past, now or in the future.
The cooking mode is not in the name. The name is only in french."""@en;
rdfs:range xsd:string.
food:quantity a owl:DatatypeProperty ;
rdfs:label "quantity"@en;
rdfs:comment "The quantity of food or drink that is or was consumed. Quantity is only in french. Here are examples: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en;
rdfs:range xsd:string.
food:cookingMethod a owl:DatatypeProperty ;
rdfs:label "cooking method"@en;
rdfs:comment "The cooking method of food. The cooking method is in french."@en;
rdfs:range xsd:string.
food:type a owl:DatatypeProperty ;
rdfs:label "type of food"@en;
rdfs:comment "Identify the type of food."@en;
rdfs:range xsd:string.
food:food a food:type ;
rdfs:label "food" .
food:beverage a food:type ;
rdfs:label "beverage" .
food:timeOfTheDay a owl:DatatypeProperty ;
rdfs:label "time of the day"@en;
rdfs:comment "Time of the day when food or drink was consumed."@en;
rdfs:range xsd:string.
food:breakfast a food:timeOfTheDay ;
rdfs:label "breakfast" .
food:lunch a food:timeOfTheDay ;
rdfs:label "lunch" .
food:snacking a food:timeOfTheDay ;
rdfs:label "snacking" .
food:dinner a food:timeOfTheDay ;
rdfs:label "dinner" .
food:brand a owl:DatatypeProperty ;
rdfs:label "Brand"@en;
rdfs:comment """Food or beverage brand. The restaurants are not brand.
When the name is very known (ex: Activia, Coca) and the brand is not mentioned, guess the brand."""@en;
rdfs:range xsd:string.
food:company a owl:DatatypeProperty ;
rdfs:label "Company"@en;
rdfs:comment "Product company."@en;
rdfs:range xsd:string.
food:enumEvent a rdfs:Class .
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
"""
Here is an example of result:
[
{
"name": "blanquette de veau",
"quantity": "un plat",
"cookingMethod": "mijot\u00e9",
"timeOfTheDay": "lunch",
"company": "Leclerc",
"type": "food",
"event": "declaration"
},
{
"name": "eau",
"brand": "Evian",
"company": "Danone",
"timeOfTheDay": "breakfast",
"quantity": "un verre",
"type": "beverage",
"event": "intent"
}
]
=========================================================================================
------------------------------ LLM Raw response -----------------------------
[
{
"name": "tomates cerises",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "concombre",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "poivron",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "olives noires",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "feta",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "tomates cerises",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "concombre",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "poivron",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "olives noires",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "feta",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "tomates cerises",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "concombre",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "poivron",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
},
{
"name": "olives noires",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "feta",
"quantity": "plusieurs morceaux",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'tomates cerises', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'concombre', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'poivron', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'olives noires', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'feta', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'tomates cerises', 'quantity': 'plusieurs', 'type': 'food', '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 '% tomate cerise %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Tomate Cerise - tomate cerise - crue - - 0 - - - CIQ#9f76e2172737f480f1c9b66f3627bfb0
Tomate Cerise - tomate cerise - tomate cerise - - 0 - - - KCA#fc7d1647e177b261c9a22262037f6216
Tomates Cerises Rôties aux Broccolinis - tomate cerise rotie au broccolini - et graines de citrouille - - 7 - - - KCA#b4e4bc20b89f5f2678a4843a5d0f40ea
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'concombre', 'quantity': 'plusieurs morceaux', 'type': 'food', '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 '% concombre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Concombre - concombre - pulpe, cru - - 16258 - - - CIQ#e0ae4bb0663d85c9fd95184b188c1bbe
Concombre - concombre - pulpe et peau, cru - - 0 - - - CIQ#e49bcc1f44ade5c2b5ce20434d91194f
Concombre au Beurre - concombre beurre - - - 13 - - - KCA#6e97ed5874d2c77e1520d9fb42e8d62a
Concombre à la Crème - concombre creme - - - 2209 - - - KCA#9c5af1b10d7e724e7715b8e86365ae35
Maki Concombre - maki concombre - - - 238 - - - KCA#bf5560ccb0565182b8f64b02d6787fc3
Potage aux Concombres - potage au concombre - - - 5 - - - KCA#ef07cd0a66b8834c1e3e4d4a51ed21d2
Tomates aux Concombres - tomate au concombre - aux concombres - - 0 - - - KCA#e68cba16791b098cb72c9fb4d0d49592
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'poivron', 'quantity': 'plusieurs morceaux', 'type': 'food', '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 '% poivron %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Poivron Vert - poivron vert - cru - - 392 - - - CIQ#a2fae55239e2aff66a546dc7faa30cdc
Poivron Vert - poivron vert - sauté/poêlé sans matière grasse - - 0 - - - CIQ#36a891b7ad20c2b3639d747cf8857115
Poivron Rouge - poivron rouge - cru - - 1711 - - - CIQ#95f36fe98d87706b97c9388965ff922c
Poivron Jaune - poivron jaune - cru - - 0 - - - CIQ#fbc7d3935b47bd6951e6a2b5c850d6c9
Poivron Jaune - poivron jaune - sauté/poêlé sans matière grasse - - 0 - - - CIQ#c85608118191f076fee1ab22ef4c4c21
Poivron Rouge - poivron rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#5654bc2ff6d0ad36622505b57ff4a314
Poivrons Farcis - poivron farci - - - 411 - - - KCA#46020dbf3479a2931a6447bad039890f
Poivrons Farcis au Riz - poivron farci riz - - - 70 - - - KCA#45b3223dfdcd710d8009a3fabb5935f4
Poivrons au Fromage Frais - poivron fromage frai - - - 57 - - - KCA#bd381888f0220065256457b3c07763a7
Poivrons au Beurre d'Anchois - poivron beurre anchoi - - - 70 - - - KCA#7e1f5629b85558460d6988b5402e4b8c
Poivron Vert, Jaune ou Rouge Cuit - poivron vert jaune ou rouge cuit - - - 2853 - - - KCA#879bfd85c671722b6e6012f3555d94ac
Omelette aux Poivrons - omelette au poivron - - - 235 - - - KCA#4cb2797259acdf22918e496fa31d18e5
Tournedos aux Poivrons - tournedo au poivron - aux poivrons - - 0 - - - KCA#8befec56aeb7296aaaf29959ed0ca059
Riz aux Olives et aux Poivrons - riz au olive au poivron - - - 19 - - - KCA#f9dde3013dc9afd5a09f22f1627c7250
Purée de Pomme de Terre et Poivrons - puree de pomme de terre poivron - - - 5 - - - KCA#ac523a8153d8051ced9a539c88bc1970
Sauce Basquaise ou Sauce aux Poivrons - sauce basquaise ou sauce au poivron - - - 0 - - - CIQ#47d21249bc4ab285956c9e298c68bb6d
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'olives noires', 'quantity': 'plusieurs', 'type': 'food', '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 '% olive noire %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Olive Noire - olive noire - à l'huile, à la grecque - - 0 - - - CIQ#972254b7dd363b013d44747003b87b69
Canard aux Olives Noires - canard au olive noire - - - 4 - - - KCA#1709c903a5fd933fc49f8a0d198c608d
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'feta', 'quantity': 'plusieurs morceaux', 'type': 'food', '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 '% feta %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Feta - feta - - - 4690 - - - KCA#836376d4d946da7f776d2aecb0221de2
Fromage Type Feta, au Lait de Vache - fromage type feta lait de vache - - - 82 - - - KCA#8dcf81e6e056a6deaf623d8439fc3078
Fritas à la Tomate, Feta et Pancetta - frita tomate feta pancetta - - - 26 - - - KCA#e91a4ef92f19079767cd8ab9a9fd6102
Salade de Betterave, Haricots, Feta et Menthe - salade de betterave haricot feta menthe - - - 106 - - - KCA#f31a5e8ed43442368982779c1513d16f
----------------------------------------------------
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6853e752606a4/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Tomate Cerise', 'normName': ' tomate cerise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#9f76e2172737f480f1c9b66f3627bfb0', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CER.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Concombre', 'normName': ' concombre ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 16258, 'id': 'CIQ#e0ae4bb0663d85c9fd95184b188c1bbe', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['CO4.w300'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poivron Vert', 'normName': ' poivron vert ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 392, 'id': 'CIQ#a2fae55239e2aff66a546dc7faa30cdc', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['PEE.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Olive Noire', 'normName': ' olive noire ', 'comment': "à l'huile, à la grecque", 'normComment': ' huile grecque ', 'rank': 0, 'id': 'CIQ#972254b7dd363b013d44747003b87b69', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['UN2.w4'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Feta', 'normName': ' feta ', 'comment': '', 'normComment': '', 'rank': 4690, 'id': 'KCA#836376d4d946da7f776d2aecb0221de2', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['CUB.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.960458755493164}
----------------------------------------------------------------------------------
LLM CPU Time: 6.960458755493164