Input path: /home/debian/html/nutritwin/output_llm/682b1f4018cc1/input.json Output path: /home/debian/html/nutritwin/output_llm/682b1f4018cc1/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/682b1f4018cc1/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": "fraises", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "yaourt", "quantity": "un pot", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "fraises", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "yaourt", "quantity": "un pot", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "fraises", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "yaourt", "quantity": "un pot", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'fraises', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'yaourt', 'quantity': 'un pot', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'fraises', '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 '% 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': 'yaourt', 'quantity': 'un pot', '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 '% 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 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/682b1f4018cc1/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Fraise', 'normName': ' fraise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#a1e7daabf0eef222eb55cee2d9464244', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['FRA.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', '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': 'un pot', 'quantityLem': '1 pot', 'pack': ['YA9.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'YA9-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.0172247886657715} ---------------------------------------------------------------------------------- LLM CPU Time: 2.0172247886657715