Input path: /home/debian/html/nutritwin/output_llm/68a42d2c46ee3/input.json Output path: /home/debian/html/nutritwin/output_llm/68a42d2c46ee3/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/68a42d2c46ee3/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": "galettes", "quantity": "un paquet", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" }, { "name": "fraises", "quantity": "une portion", "type": "food", "event": "unknownEvent" }, { "name": "graines", "quantity": "une portion", "type": "food", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "galettes", "quantity": "un paquet", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" }, { "name": "fraises", "quantity": "une portion", "type": "food", "event": "unknownEvent" }, { "name": "graines", "quantity": "une portion", "type": "food", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "galettes", "quantity": "un paquet", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" }, { "name": "fraises", "quantity": "une portion", "type": "food", "event": "unknownEvent" }, { "name": "graines", "quantity": "une portion", "type": "food", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'galettes', 'quantity': 'un paquet', 'type': 'food', 'brand': 'Carrefour', 'company': 'Carrefour', 'event': 'unknownEvent'}, {'name': 'fraises', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'graines', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'galettes', 'quantity': 'un paquet', 'type': 'food', 'brand': 'Carrefour', 'company': 'Carrefour', '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 '% galette %' AND V_NormTrademark LIKE '%carrefour%' ------------- Found solution (max 20) -------------- Galettes - galette - - Carrefour - 0 - 3560070932429 - 3560070932429 - OFF#82b07a9a0a0c7c14a1464ca73e2ceaea Galettes - galette - - Carrefour - 0 - 5400101261020 - 3560070932429 - OFF#c408c6b8fa368c0a889feb55dd45cc51 Galettes - galette - - Carrefour - 0 - 5400101217867 - 3560070932429 - OFF#47334ada8736dd32f391678ecbdaa1ee Galettes - galette - - Carrefour - 0 - 5400101166905 - 3560070932429 - OFF#de8b9bc53306883f238f07708abf2720 Galettes - galette - - Carrefour - 0 - 3560071008680 - 3560070932429 - OFF#835592b17d14bd6677571a1409a8e5e9 Galettes de Riz - galette de riz - - Carrefour - 0 - 3245412670176 - 3245412670176 - OFF#b5d67abd267418840eaea308d8a33654 Galettes Panées - galette panee - - Carrefour - 0 - 3560070998722 - 3560070998722 - OFF#d8e1d52709113e84b23af46f63cc3f5f Galettes de Riz - galette de riz - - Carrefour - 0 - 5400101009943 - 3245412670176 - OFF#9c0fbad55ebacc7fc6aa5d4c337d013b Galettes de Riz - galette de riz - - Carrefour - 0 - 3245412997952 - 3245412670176 - OFF#3022a1ed9ed39f7ed023928fe7344930 Galettes de Maïs - galette de mai - - Carrefour - 0 - 3560070675852 - 3560070675852 - OFF#60108aed57681260c208d5ee4a011b98 Galettes de Maïs - galette de mai - - Carrefour - 0 - 3560070689897 - 3560070675852 - OFF#77bad9f340ac469640080e4a919cf834 Galettes de Maïs - galette de mai - - Carrefour - 0 - 3560070684847 - 3560070675852 - OFF#c1ca48e704dd3a9987ab708b36ce7aa5 Galettes de Maïs - galette de mai - - Carrefour - 0 - 3560071469672 - 3560070675852 - OFF#df382420724ee1698a6fe99e7643e846 Galettes Épeautre - galette epeautre - - Carrefour - 0 - 3560070600946 - 3560070600946 - OFF#f0dccb61961a8d35c09c9e4f65d62054 Galettes Bretonnes - galette bretonne - - Carrefour - 0 - 3270190182153 - 3270190182153 - OFF#717c617cdb82485ca897768ca86e44a8 Galettes Suédoises - galette suedoise - - Carrefour - 0 - 3560070766079 - 3560070766079 - OFF#e500eedcdda3a8cdef0ba3a617bd9989 Galettes Suédoises - galette suedoise - - Carrefour - 0 - 3560071097455 - 3560070766079 - OFF#a25c9e9dfa94d4ca51643256e914b779 Galettes 4 Céréales - galette cereale - - Carrefour - 0 - 3560070443291 - 3560070443291 - OFF#86f7f62ec8b0adc6de67f534f598575b Galette de Sarrasin - galette de sarrasin - - Carrefour - 0 - 3560070952892 - 3560070952892 - OFF#165d870538ce8144f129eb20f1e0310c Galette de Blé Noir - galette de ble noir - - Carrefour - 0 - 3560780365807 - 3560070391073 - OFF#a9eec68bb1964b330d412794ed3f5d52 ---------------------------------------------------- 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': 'fraises', '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 '% fraise %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Fraise - fraise - crue - - 0 - - - CIQ#a1e7daabf0eef222eb55cee2d9464244 Fraises - fraise - - - 17048 - - - KCA#985bbbfd3e0790251a131d2472a2a13a Fraises au Citron - fraise citron - - - 776 - - - KCA#edebc181ffc1519049f190184ad0fe5b Fraise au Bordeaux - fraise bordeau - - - 71 - - - KCA#f4486f0c128d82d8130e08a45c8139dc Fraises à la Chantilly - fraise chantilly - - - 368 - - - KCA#c87d0d789e71fbc647a3c82f331cc574 Jus de Fraise - ju de fraise - - - 261 - - - KCA#4fdf0443bdabb9f07e0c95aee4fadd2c Glace à la Fraise - glace fraise - - - 343 - - - KCA#9aa783cbd5442c9a3a7dbac2061e61b1 Tarte aux Fraises - tarte au fraise - aux fraises - - 0 - - - KCA#9334fede766e490d6e36f4982732d2c8 Smoothie Fraise, Miel et Lait de Soja - smoothie fraise miel lait de soja - de soja - - 0 - - - KCA#0df871f30036f11a511b24cd8865c9d1 Gaufre aux Fraises - gaufre au fraise - - - 65 - - - KCA#8de4904b4103fe53986c7f4c61264b68 Bruschette à la Fraise, à la Banane et à la Ricotta - bruschette fraise banane ricotta - - - 2 - - - KCA#fd9db147f698ab1c84b0905704258a5f Actimel Goût Fraise - actimel gout fraise - - - 415 - - - KCA#7a40c0ab695dfb5c44d0c4e63af769a2 Confiture de Fraise - confiture de fraise - extra ou classique - - 0 - - - CIQ#41b7efec1a5bddcbc9466fbd067f31bf Crème Glacée à la Fraise - creme glacee fraise - - - 45 - - - KCA#6fce1a9e8f62321ee65590b95d8a9dbf Jus d'Orange, Mangue et Fraise - ju orange mangue fraise - - - 60 - - - KCA#12cc18043b0813e5110bb808101edc8e Boisson Lactée Aromatisée à la Fraise - boisson lactee aromatisee fraise - sucrée, au lait partiellement écrémé, enrichie à la vitamine D - - 0 - - - CIQ#3b0dcd3193f9f8c572eef4e1e4988355 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'graines', '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 '% graine %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Graines de Courge - graine de courge - - - 1636 - - - KCA#2061b181ecf1f65f4ebb0c0153fd1d84 Graines de Sésame - graine de sesame - - - 831 - - - KCA#34fb61daa31df0612dd3ad0660124801 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 Graines de Tournesol - graine de tournesol - - - 734 - - - KCA#99d4780dd9f3d55ac8b9f480e701bed0 Cumin, Graine - cumin graine - - - 65 - - - KCA#aed17983a1782006413235514e0066df Crakers 3 Graines - craker graine - - - 94 - - - KCA#cdad738bb55c6ddca4ed82fe0196fb55 Couscous, Graine Cuite - couscou graine cuite - - - 320 - - - KCA#e1908e7578238ae126fe4077279b6478 Couscous, Graine Sèche - couscou graine seche - - - 25 - - - KCA#81531913a41c181745a9e2e507c1989b Coriandre Graine - coriandre graine - - - 2 - - - KCA#2f218f837ce23844384da2cfe8e8d3de Pain aux Céréales et Graines, - pain au cereale graine - artisanal - - 5723 - - - KCA#9ef6a402bd38f20b8367fce3bdc9ed3d Mélange Apéritif de Graines - melange aperitif de graine - non salées, et raisins secs - - 0 - - - CIQ#c614bbe2fa3d1fa4fa6b23c6dc586b60 Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8 Pain Grillé Suédois aux Graines de Lin - pain grille suedoi au graine de lin - - - 0 - - - CIQ#aa59fbdbcd17ce5c7e9874fcb80e99ab ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68a42d2c46ee3/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Galettes', 'normName': ' galette ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#82b07a9a0a0c7c14a1464ca73e2ceaea', 'quantity': 'un paquet', 'quantityLem': '1 paquet', 'pack': ['GA1.w125'], 'type': 'food', 'gtin': '3560070932429', 'gtinRef': '3560070932429', 'brand': 'Carrefour', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Fraise', 'normName': ' fraise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#a1e7daabf0eef222eb55cee2d9464244', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['FRA.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Graines de Courge', 'normName': ' graine de courge ', 'comment': '', 'normComment': '', 'rank': 1636, 'id': 'KCA#2061b181ecf1f65f4ebb0c0153fd1d84', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 33.060678482055664} ---------------------------------------------------------------------------------- LLM CPU Time: 33.060678482055664