Input path: /home/debian/html/nutritwin/output_llm/67b83869a2c90/input.json Output path: /home/debian/html/nutritwin/output_llm/67b83869a2c90/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/67b83869a2c90/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": "banane", "quantity": "plusieurs tranches", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "myrtille", "quantity": "plusieurs", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "flocons d'avoine", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "yaourt", "quantity": "une cuillère", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "banane", "quantity": "plusieurs tranches", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "myrtille", "quantity": "plusieurs", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "flocons d'avoine", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "yaourt", "quantity": "une cuillère", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "banane", "quantity": "plusieurs tranches", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "myrtille", "quantity": "plusieurs", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "flocons d'avoine", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "yaourt", "quantity": "une cuill\u00e8re", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'banane', 'quantity': 'plusieurs tranches', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'myrtille', 'quantity': 'plusieurs', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': "flocons d'avoine", 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'yaourt', 'quantity': 'une cuillère', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'banane', 'quantity': 'plusieurs tranches', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 ----------- result to be analyzed ----------- {'name': 'myrtille', 'quantity': 'plusieurs', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% myrtille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Myrtille - myrtille - crue - - 0 - - - CIQ#ffc0468810bbc3f659ff770ef320b86e Tarte aux Myrtilles - tarte au myrtille - aux myrtilles - - 0 - - - KCA#3bfa571d2389b04a54b69ea18dfaee1d Muffin, aux Myrtilles ou au Chocolat - muffin au myrtille ou chocolat - - - 134 - - - KCA#05cd9c979ff387db33227bf459139885 Confiture de Myrtilles - confiture de myrtille - extra ou classique - - 0 - - - CIQ#6fafaf70d20aef30be6e54d58fe9c169 Porridge aux Poires Pochées et Myrtilles - porridge au poire pochee myrtille - - - 273 - - - KCA#7811c01dac01085f7e84eceadffdb9b8 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': "flocons d'avoine", 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% flocon avoine %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Flocons d'Avoine - flocon avoine - - - 7117 - - - KCA#829dd8b9f0b668d9f24a0c734e772f52 Flocons d'Avoine - flocon avoine - bouillis/cuits à l'eau - - 0 - - - CIQ#c4b942545129494ae5176d7dfc3b4423 Flocon d'Avoine Précuit - flocon avoine precuit - - - 0 - - - CIQ#d4abe710295ca9d12d154b734ea1d61d Flocons d'Avoine, Cuits à l'Eau - flocon avoine cuit eau - - - 471 - - - KCA#f73f2fb7f8629269db6fa21615c6ad3a ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'yaourt', 'quantity': 'une cuillère', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% yaourt %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Yaourt - yaourt - lait fermenté ou spécialité laitière, nature - - 0 - - - CIQ#0928a880983c5048d0a81b7d41a06e7b Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, 0% MG - - 9057 - - - CIQ#9f17e9a64e5a31892fba4c0fa701bbd0 Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, sucré - - 0 - - - CIQ#e0364db6469b65b835d98157573dd938 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, sucré - - 0 - - - CIQ#264d22aeabd3e26eba5f98fbaa89f1ac Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré - - 0 - - - CIQ#24d5d86e0b08c6f3796f334afae492cc Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, à la crème - - 0 - - - CIQ#1f2a1e5e127140a7be28a7d25c3088d6 Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré, à la crème - - 0 - - - CIQ#acd265d6510a4f598723be4fc74a4c8c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, avec édulcorants, 0% MG - - 0 - - - CIQ#784b97487157f736e48fcc0d6e133fef Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, avec édulcorants, 0% MG - - 0 - - - CIQ#b929a1bbd5297226906ea0a2cc5f701c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, aliment moyen - - 0 - - - CIQ#b73f5b457f7ce462e475f1f486e39bcb Yaourt - yaourt - lait fermenté ou spécialité laitière, aux copeaux de chocolat, à la crème, sucré - - 0 - - - CIQ#1823cfd1b2dcd8105040677b6fc7220b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, aliment moyen - - 0 - - - CIQ#90ed97da37fa27a7ea445b739266fc90 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, 0% MG, aliment moyen - - 0 - - - CIQ#20d47ac9ab18854614f6b564e7574daf Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, non allégé en MG, aliment moyen - - 0 - - - CIQ#408f442e78ff07574f5af4da528c7874 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, avec édulcorants, aliment moyen - - 0 - - - CIQ#09de752a76c9b6f477f351399654099b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, non allégé en MG, aliment moyen - - 0 - - - CIQ#b6e447ee1c16dabdf097b79693e4ccb6 Yaourt à 0% - yaourt 0% - - - 11372 - - - KCA#f5a374803ab9ec773ab4520b077adb17 Yaourt à 0% - yaourt 0% - sucré - - 83 - - - KCA#e4f65d87b7542cc84d00fb3f8a5e763a Yaourt Nature - yaourt nature - yaourt nature - - 0 - - - KCA#1bb387dba0faa825bf1b41958b69f8b8 Yaourt au Miel - yaourt miel - au miel - - 0 - - - KCA#7bc806db91685c4866b04b5c0572e837 ---------------------------------------------------- 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 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67b83869a2c90/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Banane', 'normName': ' banane ', 'comment': 'pulpe, crue', 'normComment': ' pulpe crue ', 'rank': 57967, 'id': 'CIQ#6066b5bb884711efc0e44c9446b96aa3', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['BAN.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Myrtille', 'normName': ' myrtille ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#ffc0468810bbc3f659ff770ef320b86e', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': "Flocons d'Avoine", 'normName': ' flocon avoine ', 'comment': '', 'normComment': '', 'rank': 7117, 'id': 'KCA#829dd8b9f0b668d9f24a0c734e772f52', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Yaourt', 'normName': ' yaourt ', 'comment': 'lait fermenté ou spécialité laitière, nature', 'normComment': ' lait fermente ou specialite laitiere nature ', 'rank': 0, 'id': 'CIQ#0928a880983c5048d0a81b7d41a06e7b', 'quantity': 'une cuillère', 'quantityLem': '1 cuillere', 'pack': ['YA9.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.6480724811553955} ---------------------------------------------------------------------------------- LLM CPU Time: 6.6480724811553955