Input path: /home/debian/html/nutritwin/output_llm/691c621587aa1/input.json
Output path: /home/debian/html/nutritwin/output_llm/691c621587aa1/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/691c621587aa1/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": "crème légère",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent",
"brand": "Activia",
"company": "Danone"
},
{
"name": "purée de poires",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "purée de pommes",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "lait écrémé",
"quantity": "une portion",
"type": "beverage",
"event": "unknownEvent"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "crème légère",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent",
"brand": "Activia",
"company": "Danone"
},
{
"name": "purée de poires",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "purée de pommes",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "lait écrémé",
"quantity": "une portion",
"type": "beverage",
"event": "unknownEvent"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "cr\u00e8me l\u00e9g\u00e8re",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent",
"brand": "Activia",
"company": "Danone"
},
{
"name": "pur\u00e9e de poires",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "pur\u00e9e de pommes",
"quantity": "une portion",
"type": "food",
"event": "unknownEvent"
},
{
"name": "lait \u00e9cr\u00e9m\u00e9",
"quantity": "une portion",
"type": "beverage",
"event": "unknownEvent"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'crème légère', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Activia', 'company': 'Danone'}, {'name': 'purée de poires', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'purée de pommes', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'lait écrémé', 'quantity': 'une portion', 'type': 'beverage', 'event': 'unknownEvent'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'crème légère', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Activia', 'company': 'Danone'}
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 '% creme legere %' AND V_NormTrademark LIKE '%activia%'
--> CPU time in DB: 0.1199 seconds
Word: Crème Légère - dist: 0.32813575863838196 - row: 19606
Word: Crème Liquide Légère - dist: 0.44743403792381287 - row: 32484
Word: Crème Légère Liquide - dist: 0.4560365676879883 - row: 43171
Word: Crème Fraîche Légère - dist: 0.47286349534988403 - row: 3380
Word: Creme Legere - dist: 0.4833071231842041 - row: 57094
Found embedding word: Crème Légère
Second try (embedded):
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_Name = 'Crème Légère'
------------- Found solution (max 20) --------------
Crème Légère - creme legere - - Bridelice - 0 - 3155251207733 - 3155251207733 - OFF#2748a3fd5a6bfdec1a6140be7cf6c723
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'purée de poires', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}
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 '% puree de poire %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
--> CPU time in DB: 0.1364 seconds
Word: Purée de Poires - dist: 0.2822386622428894 - row: 35645
Word: Purée de Poire - dist: 0.3163914084434509 - row: 46586
Word: Purée Poires - dist: 0.36869382858276367 - row: 39696
Word: Purée de Pommes Poires - dist: 0.37239307165145874 - row: 51513
Word: Purée de Pomme Poire - dist: 0.40368029475212097 - row: 7614
Found embedding word: Purée de Poires
Second try (embedded):
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_Name = 'Purée de Poires'
------------- Found solution (max 20) --------------
Purée de Poires - puree de poire - - La Vie Claire - 0 - 3266191068565 - 3266191068565 - OFF#3d7cbbc5ca00bfc48f4e247c45dfefd2
Purée de Poires - puree de poire - - Coteaux Nantais - 0 - 3301597001157 - 3301597001157 - OFF#e1dddf5a95bbfc069d1ed1ce0106390a
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'purée de pommes', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}
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 '% puree de pomme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Purée de Pommes - puree de pomme - type "compote sans sucres ajoutés - - 0 - - - CIQ#5a979625c9056bf32a0fad9e4d7f29bf
Purée de Pomme de Terre - puree de pomme de terre - - - 5655 - - - KCA#9b4074d3ebe35653a27d00a338c7c245
Purée de Pomme de Terre Surgelée - puree de pomme de terre surgelee - - - 4 - - - KCA#2429e8eb21168cf6662bb23015f8a896
Purée de Pomme de Terre et Céleri - puree de pomme de terre celeri - - - 13 - - - KCA#e745dab6fd4da45fece548f1db8d703f
Purée de Pomme de Terre et Potiron - puree de pomme de terre potiron - - - 41 - - - KCA#3c5f2cb6affb3eb783f2568ee97fdf30
Purée de Pomme de Terre et Fenouil - puree de pomme de terre fenouil - - - 4 - - - KCA#d14aae0ad1da207f1d2ff53210db1289
Purée de Pomme de Terre et Epinards - puree de pomme de terre epinard - - - 15 - - - KCA#4ba3e5e9cfbe90fc4a5d19a8ccb5b973
Purée de Pomme de Terre et Poivrons - puree de pomme de terre poivron - - - 5 - - - KCA#ac523a8153d8051ced9a539c88bc1970
Purée de Pomme de Terre et Pois Cassés - puree de pomme de terre poi casse - - - 13 - - - KCA#e18b443baee587fcda0c570054d4aa02
Purée de Pomme de Terre et Petits Pois - puree de pomme de terre petit poi - - - 12 - - - KCA#4808a903dcc9ab2f718e33de7ab64d00
Purée de Pomme de Terre et Patate Douce - puree de pomme de terre patate douce - - - 102 - - - KCA#925ce48daf65c44530dcef66d2c213d2
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'lait écrémé', 'quantity': 'une portion', 'type': 'beverage', 'event': 'unknownEvent'}
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 '% lait ecreme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Lait Écrémé - lait ecreme - UHT - - 9353 - - - CIQ#27de8d007093ae392f4b782851e7fd9c
Lait Écrémé - lait ecreme - pasteurisé - - 0 - - - CIQ#1622e54576ffea9bca81697cacb48d94
Yaourt au Lait Écrémé - yaourt lait ecreme - aromatisé sucré - - 14 - - - KCA#4052f9208af8385592d4212fd8607b85
Cappuccino Lait Écrémé - cappuccino lait ecreme - - - 1009 - - - KCA#b9cc6d91f0407b906e3c671199e8f56a
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/691c621587aa1/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crème Légère', 'normName': ' creme legere ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#2748a3fd5a6bfdec1a6140be7cf6c723', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['TET.v200'], 'type': 'food', 'gtin': '3155251207733', 'gtinRef': '3155251207733', 'brand': 'Bridelice', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Purée de Poires', 'normName': ' puree de poire ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#3d7cbbc5ca00bfc48f4e247c45dfefd2', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['YA1.w125'], 'type': 'food', 'gtin': '3266191068565', 'gtinRef': '3266191068565', 'brand': 'La Vie Claire', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Purée de Pommes', 'normName': ' puree de pomme ', 'comment': 'type "compote sans sucres ajoutés', 'normComment': ' type compote san sucre ajoute ', 'rank': 0, 'id': 'CIQ#5a979625c9056bf32a0fad9e4d7f29bf', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['YA5.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Lait Écrémé', 'normName': ' lait ecreme ', 'comment': 'UHT', 'normComment': ' uht ', 'rank': 9353, 'id': 'CIQ#27de8d007093ae392f4b782851e7fd9c', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['VX1', 'VA2', 'VA3', 'BI4', 'VA4'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 8.808821201324463}
----------------------------------------------------------------------------------
LLM CPU Time: 8.808821201324463