Input path: /home/debian/html/nutritwin/output_llm/6875e493b5e8f/input.json Output path: /home/debian/html/nutritwin/output_llm/6875e493b5e8f/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/6875e493b5e8f/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": "avoine", "quantity": "une portion", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de tournesol", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "raisins secs", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "lait", "quantity": "un verre", "type": "beverage", "timeOfTheDay": "breakfast", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "avoine", "quantity": "une portion", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de tournesol", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "raisins secs", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "lait", "quantity": "un verre", "type": "beverage", "timeOfTheDay": "breakfast", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "avoine", "quantity": "une portion", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de tournesol", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "raisins secs", "quantity": "quelques", "cookingMethod": "cru", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "lait", "quantity": "un verre", "type": "beverage", "timeOfTheDay": "breakfast", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'avoine', 'quantity': 'une portion', 'cookingMethod': 'cru', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'graines de tournesol', 'quantity': 'quelques', 'cookingMethod': 'cru', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'raisins secs', 'quantity': 'quelques', 'cookingMethod': 'cru', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'lait', 'quantity': 'un verre', 'type': 'beverage', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'avoine', 'quantity': 'une portion', 'cookingMethod': 'cru', '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 '% avoine %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Avoine - avoine - crue - - 0 - - - CIQ#3a1b5d0ca669592285bdedc4b152f6f3 Son d'Avoine - son avoine - son d'avoine - - 0 - - - KCA#ee0cc8aa1cfae65d8d93aa0a3d94e0ad Lait d'Avoine - lait avoine - - - 837 - - - KCA#54605e0becbb04ace3db6bf78748c15f 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 Galette Son Avoine - galette son avoine - - - 1241 - - - KCA#51a9106c668964844b1bbe32742a539d Boisson à Base d'Avoine - boisson base avoine - nature - - 0 - - - CIQ#a83ed263fcf5f2dbe805fce32997b286 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'graines de tournesol', 'quantity': 'quelques', 'cookingMethod': 'cru', '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 '% graine de tournesol %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Graines de Tournesol - graine de tournesol - - - 734 - - - KCA#99d4780dd9f3d55ac8b9f480e701bed0 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'raisins secs', 'quantity': 'quelques', 'cookingMethod': 'cru', '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 '% raisin sec %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d Coquilles Saint-jacques aux Raisins Secs et aux Noix - coquille saint jacque au raisin sec au noix - - - 13 - - - KCA#59f9d02f58a7baf98b114e2bee89eb74 Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'lait', 'quantity': 'un verre', 'type': 'beverage', '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 '% lait %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Lait - lait - teneur en matière grasse inconnue, UHT, aliment moyen - - 0 - - - CIQ#ebdfafe0fce6b513193ae9c0855b4094 Lait à 1 - lait - 2% de matière grasse, UHT, enrichi en plusieurs vitamines - - 0 - - - CIQ#825f8bcb068ecde315938147ed819623 Lait Entier - lait entier - - - 1435 - - - KCA#c131edf4d3c1e17da0b0a54b5ed8bbb6 Lait Écrémé - lait ecreme - UHT - - 9353 - - - CIQ#27de8d007093ae392f4b782851e7fd9c Lait Entier - lait entier - UHT - - 0 - - - CIQ#5118aac9b89cceae9a62423175de70eb Lait Écrémé - lait ecreme - pasteurisé - - 0 - - - CIQ#1622e54576ffea9bca81697cacb48d94 Lait Entier - lait entier - pasteurisé - - 0 - - - CIQ#d5881852b522b09ee02aa0fe46885b00 Lait de Soja - lait de soja - - - 3001 - - - KCA#7484ab8a01f886bca7607cf06a579a2c Lait d'Avoine - lait avoine - - - 837 - - - KCA#54605e0becbb04ace3db6bf78748c15f Lait de Poule - lait de poule - sans alcool - - 0 - - - CIQ#f6756ecdc46ec65e5972c6aaf481f4a2 Lait en Poudre - lait en poudre - écrémé - - 117 - - - CIQ#1d9ba583216533c41321ffd9ea51b327 Lait en Poudre - lait en poudre - entier - - 25 - - - CIQ#be7d16f0a05422e5eb1d5ff077dee20c Lait de Brebis - lait de brebi - entier - - 0 - - - CIQ#b54f3b8a48f8d3e0ba7a0228c8adca4f Lait de Jument - lait de jument - entier - - 0 - - - CIQ#05ea74b811b1a15ad91876c22391f13a Lait en Poudre - lait en poudre - demi-écrémé - - 0 - - - CIQ#ee03115de1c18f635dbb62d80d6f9715 Lait de Chèvre - lait de chevre - entier, cru - - 0 - - - CIQ#8fb6afe4302a0073de91d274e3722c3e Lait de Chèvre - lait de chevre - entier, UHT - - 0 - - - CIQ#9d462cfc80afac9cf259f0f2f305db74 Lait de Chèvre - lait de chevre - demi-écrémé, UHT - - 0 - - - CIQ#a497c21ecfbd7c2930cb99326897a779 Lait 1/2 Écrémé - lait 1/2 ecreme - - - 23220 - - - KCA#d5b12fbedab6d0f0a741feeaa8e92b35 Lait Entier UHT - lait entier uht - - - 25 - - - KCA#aeb66cc691b5e08f15b01dc094a51d18 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6875e493b5e8f/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Avoine', 'normName': ' avoine ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#3a1b5d0ca669592285bdedc4b152f6f3', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['BOR.w200', 'CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Graines de Tournesol', 'normName': ' graine de tournesol ', 'comment': '', 'normComment': '', 'rank': 734, 'id': 'KCA#99d4780dd9f3d55ac8b9f480e701bed0', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Raisins Secs', 'normName': ' raisin sec ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#1629eba3d871ec3e0fd5431f9291bf6d', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Lait', 'normName': ' lait ', 'comment': 'teneur en matière grasse inconnue, UHT, aliment moyen', 'normComment': ' teneur en matiere grasse inconnue uht aliment moyen ', 'rank': 0, 'id': 'CIQ#ebdfafe0fce6b513193ae9c0855b4094', 'quantity': 'un verre', 'quantityLem': '1 verre', 'pack': ['VX1', 'VA2', 'VA3', 'BI4', 'VA4'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'VA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.438688039779663} ---------------------------------------------------------------------------------- LLM CPU Time: 5.438688039779663