Input path: /home/debian/html/nutritwin/output_llm/6884b1de80e68/input.json Output path: /home/debian/html/nutritwin/output_llm/6884b1de80e68/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/6884b1de80e68/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": "crêpe", "quantity": "deux", "cookingMethod": "grillé", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" }, { "name": "banane", "quantity": "une tranche", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crêpe", "quantity": "deux", "cookingMethod": "grillé", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" }, { "name": "banane", "quantity": "une tranche", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "cr\u00eape", "quantity": "deux", "cookingMethod": "grill\u00e9", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" }, { "name": "banane", "quantity": "une tranche", "timeOfTheDay": "breakfast", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crêpe', 'quantity': 'deux', 'cookingMethod': 'grillé', 'timeOfTheDay': 'breakfast', 'type': 'food', 'event': 'declaration'}, {'name': 'banane', 'quantity': 'une tranche', 'timeOfTheDay': 'breakfast', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crêpe', 'quantity': 'deux', 'cookingMethod': 'grillé', 'timeOfTheDay': 'breakfast', '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 '% crepe %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Crêpe Nature - crepe nature - - - 0 - - - KCA#363d7221e1e4cc958336721f2160458c Crêpes Légères - crepe legere - - - 255 - - - KCA#bc1e0124464a1bc6fd54261c5dabebef Crêpe Dentelle - crepe dentelle - pour apéritif, au fromage - - 0 - - - CIQ#fb4668c5abc122180997c7f723f8ccc6 Crêpes Dentelles - crepe dentelle - - - 348 - - - KCA#e95a70562112e3ff48df327cc5e9ee1f Crêpe au Froment - crepe froment - nature - - 247 - - - KCA#8d8d45526a883309c23e836c1f93bd0d Crêpe au Froment - crepe froment - Sucrée - - 153 - - - KCA#f3a075741edf26f72cf15a4817abab1a Crêpe au Froment - crepe froment - fourrée au Chocolat - - 69 - - - KCA#c94af12b5bbba434765597aeeef6fd8b Crêpe au Froment - crepe froment - fourrée à la Confiture - - 275 - - - KCA#54fee6a88a952e7a78f99cccc6cae3dd Crêpe au Froment - crepe froment - fourrée à la pâte à tartiner Chocolat et Noisettes - - 27 - - - KCA#c96318a3af096b73f0668d162fb6ec23 Crêpes Orientales - crepe orientale - - - 103 - - - KCA#e1dcd2158f0049432f08fa4dd79e8f87 Crêpes aux Pommes - crepe au pomme - - - 75 - - - KCA#a0e7f878a529dc389fee356d79cf9d12 Crêpe Beurre Sucre - crepe beurre sucre - - - 1261 - - - KCA#adf06f3567a044e35baea32b960ad4dc Crèpe Fourrée au Jambon - crepe fourree jambon - - - 540 - - - KCA#0efb3853222e68b689a8173236f76446 Crêpes de Pomme de Terre - crepe de pomme de terre - à la Ciboulette et à la crème fraîche - - 33 - - - KCA#0a1114f1b76553af228bdab7f098a03e Crêpe ou Galette Complète - crepe ou galette complete - oeuf, jambon, fromage - - 0 - - - CIQ#b23c053954ca9a8ebaf5a7eb07e46137 Crêpes Fourrées au Chocolat - crepe fourree chocolat - - - 717 - - - KCA#3e332513e2682a174f2df1a216a19c9d Crêpe aux Champignons Surgelée - crepe au champignon surgelee - - - 85 - - - KCA#eb6e14dc07cb73d84abe35f36d1fb6b8 Crêpe Avec de la Pâte à Tartiner - crepe avec de pate tartiner - - - 22 - - - KCA#0e29452e2da96004b5c5c31b10d63615 Crêpe ou Galette Bretonne au Sarrasin - crepe ou galette bretonne sarrasin - - - 2283 - - - KCA#b5fac8417098cd3d6ccf33a46f66dfd0 Crêpe ou Galette aux Noix de St Jacques - crepe ou galette au noix de st jacque - - - 0 - - - CIQ#3e2b343bae93f94e31adcd95a6a167dc ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'banane', 'quantity': 'une tranche', 'timeOfTheDay': 'breakfast', '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 '% banane %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Banane - banane - pulpe, crue - - 57967 - - - CIQ#6066b5bb884711efc0e44c9446b96aa3 Banane Sèche - banane seche - - - 346 - - - KCA#2e3e40d3b1ae9f793251e9948142d784 Bananes en Robe - banane en robe - - - 14 - - - KCA#b274666ef64f762c58695191d4286b85 Banane Plantain - banane plantain - - - 2 - - - CIQ#1055a76a23712202f3c842fba09fa691 Bananes Barbecue - banane barbecue - - - 33 - - - KCA#1d31fb8efe54f0bc7765a60cc9f8c324 Bananes au Jambon - banane jambon - - - 4 - - - KCA#e21d980b838ba89f4e9ba1d85f593c95 Smoothie Banane et Lait de Soja - smoothie banane lait de soja - de soja - - 0 - - - KCA#dc0b16a02e5290892f9adee7419ec0e7 Crème Glacée Banane, Pomme et Noix de Macadamia - creme glacee banane pomme noix de macadamia - - - 34 - - - KCA#3233d39965b7baa31d10a301ac541ffa Bruschette à la Fraise, à la Banane et à la Ricotta - bruschette fraise banane ricotta - - - 2 - - - KCA#fd9db147f698ab1c84b0905704258a5f ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6884b1de80e68/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crêpe Nature', 'normName': ' crepe nature ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#363d7221e1e4cc958336721f2160458c', 'quantity': 'deux', 'quantityLem': '2', 'pack': ['GA1.w50'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'GA1-200', 'posiNormName': 0}, {'name': 'Banane', 'normName': ' banane ', 'comment': 'pulpe, crue', 'normComment': ' pulpe crue ', 'rank': 57967, 'id': 'CIQ#6066b5bb884711efc0e44c9446b96aa3', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['BAN.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.0451176166534424} ---------------------------------------------------------------------------------- LLM CPU Time: 2.0451176166534424