Input path: /home/debian/html/nutritwin/output_llm/687cc17de0576/input.json Output path: /home/debian/html/nutritwin/output_llm/687cc17de0576/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/687cc17de0576/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": "pois chiches", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "couscous", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "patate douce", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pois chiches", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "couscous", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "patate douce", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "pois chiches", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "couscous", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "patate douce", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pois chiches', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'couscous', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'poulet', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'patate douce', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pois chiches', '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 '% poi chiche %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pois Chiche - poi chiche - bouilli/cuit à l'eau - - 0 - - - CIQ#aae16071f193c388da3c4d50ee951ede Pois Chiches - poi chiche - - - 2304 - - - KCA#115b7f431a49455f26ed3b7f3932db39 Pois Chiches en Salade - poi chiche en salade - - - 274 - - - KCA#4786e15f82c9dd98983f07f50adf34bf Pâtes aux Pois Chiches - pate au poi chiche - - - 26 - - - KCA#b7ced6da14db5293890182d775b8149e Salade de Pois Chiches - salade de poi chiche - - - 183 - - - KCA#43732d53972a4e71967a601d395af34f Tagine de Pois Chiches et Légumes - tagine de poi chiche legume - et légumes - - 0 - - - KCA#33f425a45076f2043c6ce4902f03f2cc Boulettes de Pois Chiches - boulette de poi chiche - - - 82 - - - KCA#e2c4b73e803ec2f5445d657d3f757aaf Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - - - 0 - - - CIQ#39c9188b52b072617f11cb33e93f63d9 Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - frite - - 0 - - - CIQ#8f95207f021791a672b8c691de586b4c ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'couscous', '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 '% couscou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Couscous Royal - couscou royal - avec plusieurs viandes - - 0 - - - CIQ#a889d08ce7712b139cce8dac78c817e0 Couscous Mouton - couscou mouton - - - 913 - - - KCA#0872de3821f3933555421a62a99f049e Couscous au Curry - couscou curry - et aux pois chiches - - 11 - - - KCA#6df933f29d22d0ed81053df00970176f Couscous au Poulet - couscou poulet - - - 617 - - - KCA#9416a1b92393e3ce34ff27887c4fcb44 Couscous au Mouton - couscou mouton - - - 0 - - - CIQ#0872de3821f3933555421a62a99f049e Couscous au Poulet - couscou poulet - - - 0 - - - CIQ#9416a1b92393e3ce34ff27887c4fcb44 Couscous de Légumes - couscou de legume - - - 0 - - - CIQ#8c0bd854901531eec546b78fc6870378 Couscous au Poisson - couscou poisson - - - 0 - - - CIQ#c32adc74892c11f82e7d9060e00a9dd1 Couscous à la Viande - couscou viande - - - 0 - - - CIQ#ef43bf0d297850255b85545a22223172 Couscous, Graine Cuite - couscou graine cuite - - - 320 - - - KCA#e1908e7578238ae126fe4077279b6478 Couscous, Graine Sèche - couscou graine seche - - - 25 - - - KCA#81531913a41c181745a9e2e507c1989b Couscous au Citron Confit - couscou citron confit - à la Menthe et aux Raisins - - 3 - - - KCA#d3a4e32a96799eba0f966b8d602df5e4 Couscous à la Viande ou au Poulet - couscou viande ou poulet - allégé - - 0 - - - CIQ#b226bbddff9f94d1731c2f8956754a75 Couscous aux Oranges et aux Dattes - couscou au orange au datte - - - 8 - - - KCA#706a895fc4a8372e97353011a99ea236 Couscous au Fenouil et aux Tomates - couscou fenouil au tomate - - - 8 - - - KCA#ffcf557e97c2b75b480d3629d9dfb63f Couscous de Légumes et Semoule à la Menthe - couscou de legume semoule menthe - - - 282 - - - KCA#6655a87be0a76e99357881c2b94b7999 Graine de Couscous - graine de couscou - semoule de blé dur précuite, crue - - 0 - - - CIQ#c7f0731572ea28d4d32b505c7a8b9103 Graine de Couscous - graine de couscou - semoule de blé dur précuite, non salée - - 0 - - - CIQ#bc5bf7ffe419fb2be281d41a600654da Légumes pour Couscous - legume pour couscou - surgelés, crus - - 0 - - - CIQ#75869428923d4c90f5d609bad2192b4f Taboulé ou Salade de Couscous - taboule ou salade de couscou - - - 0 - - - CIQ#ea3c13fac6ee6261a80d8b1f9adb31d8 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'poulet', '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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36 Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0 Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135 Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224 Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69 Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052 Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304 Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32 Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486 Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3 Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1 Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034 Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93 Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80 Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009 ---------------------------------------------------- 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 ----------- result to be analyzed ----------- {'name': 'patate douce', '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 '% patate douce %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Patate Douce - patate douce - - - 2810 - - - CIQ#17fbfff3350a906cc6ff4e8f4c396202 Patate Douce - patate douce - purée, cuisinée à la crème - - 0 - - - CIQ#0227f42fe7837decdb8a2e3b33df4a0b 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 ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/687cc17de0576/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pois Chiche', 'normName': ' poi chiche ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#aae16071f193c388da3c4d50ee951ede', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Couscous Royal', 'normName': ' couscou royal ', 'comment': 'avec plusieurs viandes', 'normComment': ' avec plusieur viande ', 'rank': 0, 'id': 'CIQ#a889d08ce7712b139cce8dac78c817e0', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['AGN.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Patate Douce', 'normName': ' patate douce ', 'comment': '', 'normComment': '', 'rank': 2810, 'id': 'CIQ#17fbfff3350a906cc6ff4e8f4c396202', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['PDT.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 94.31267094612122} ---------------------------------------------------------------------------------- LLM CPU Time: 94.31267094612122