Input path: /home/debian/html/nutritwin/output_llm/687f2be9aa34e/input.json Output path: /home/debian/html/nutritwin/output_llm/687f2be9aa34e/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/687f2be9aa34e/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": "pêches", "quantity": "plusieurs morceaux", "cookingMethod": "caramélisé", "type": "food", "event": "declaration" }, { "name": "crème", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pêches", "quantity": "plusieurs morceaux", "cookingMethod": "caramélisé", "type": "food", "event": "declaration" }, { "name": "crème", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "p\u00eaches", "quantity": "plusieurs morceaux", "cookingMethod": "caram\u00e9lis\u00e9", "type": "food", "event": "declaration" }, { "name": "cr\u00e8me", "quantity": "une cuill\u00e8re", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pêches', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'caramélisé', 'type': 'food', 'event': 'declaration'}, {'name': 'crème', 'quantity': 'une cuillère', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pêches', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'caramélisé', '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 '% peche %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pêche - peche - - - 15131 - - - KCA#2c2eecc0723dd0a72a296f2b3fa97bb1 Pêche Melba - peche melba - - - 49 - - - CIQ#d0c5671bdca24a3d61427ba318fef8d3 Pêche Jaune - peche jaune - pulpe, crue - - 0 - - - CIQ#80136decf14ee9c83a22b60a3cfc542b Pêches Melba - peche melba - - - 0 - - - KCA#d0c5671bdca24a3d61427ba318fef8d3 Pêches au Vin - peche vin - - - 39 - - - KCA#a59eaab7bfcb9b09ada234a6e2c1a7d3 Pêche Blanche - peche blanche - pulpe, crue - - 0 - - - CIQ#49f7ea31930a9386e97a815ce44f0b3b Pêche Blanche - peche blanche - pulpe et peau, crue - - 0 - - - CIQ#a8a23e1aa1bdffaad69b40b2478a8c8c Pêches Glacées - peche glacee - - - 2 - - - KCA#e91f54d022fff5090ee9691906e259a6 Pêches au Sirop - peche sirop - - - 306 - - - KCA#701671d90b695a21e6bae526b18dc6da Jus de Pêche et Framboise - ju de peche framboise - - - 119 - - - KCA#58f2808a3d83a05541bb1fba5ba32da5 Porc aux Pèches Aigres-douces - porc au peche aigre douce - - - 13 - - - KCA#717c3c284384a44ff4158c88c2ddfddc Nectar de Pêche - nectar de peche - - - 0 - - - KCA#f631a66675664f6f0a4ceb3c24e4b862 Canard aux Pêches - canard au peche - - - 4 - - - KCA#d736376982bb969a1344ef40690a10f3 Poulet Fumé à la Pêche - poulet fume peche - et aux Noix de pécan - - 12 - - - KCA#e3dbd37c1e46065eb3bd1ca1de5d2ead Coupe Glacée Parfum Pêche Melba ou Poire Belle-hélène - coupe glacee parfum peche melba ou poire belle helene - - - 0 - - - CIQ#18addaf81f623dec4269d099214f421f ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'crème', 'quantity': 'une cuillère', '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 '% creme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Crème Brûlée - creme brulee - - - 2036 - - - CIQ#fb47d972c3235031e77872ab47edea90 Crème Glacée - creme glacee - - - 75 - - - KCA#8820e573b99382de73014a15b0d7c7ce Crème Budwig - creme budwig - - - 67 - - - KCA#37b84ac1cf02c7b5af7c063092471702 Crème Caramel - creme caramel - - - 785 - - - CIQ#9b1a7de729117c48208207b602ef0c61 Crème Dessert - creme dessert - allégée en MG - - 0 - - - CIQ#8fe86c58d5dc87c9462eb0352906d409 Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6 Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6 Crème de Lait - creme de lait - 30% MG, épaisse - - 0 - - - CIQ#35b3b52ce414c46b9521dbadca3b4f72 Crème Dessert - creme dessert - ou, aliment moyen - - 0 - - - CIQ#8847a8a965102f9c766313330b309171 Crème de Lait - creme de lait - 30% MG, semi-épaisse, UHT - - 0 - - - CIQ#c172514f538c77d86a9279976eae139c Crème de Lait - creme de lait - 15 à 20% MG, légère, épaisse - - 0 - - - CIQ#71074e239667225ab9e4ca96d2f07421 Crème de Lait - creme de lait - 15 à 20% MG, légère, semi-épaisse, UHT - - 0 - - - CIQ#9e94db33d0474e009b6e7d2384d42c2e Crème Anglaise - creme anglaise - - - 617 - - - CIQ#662728c9f775df46387173c0b53fb2c8 Crème Renversée - creme renversee - - - 45 - - - KCA#4469bf359ffb29d65e2f418243a9cb5d Crème au Beurre - creme beurre - - - 43 - - - KCA#8239042903c3d4e3b577b2c276b39ee8 Crème de Cassis - creme de cassi - - - 35 - - - CIQ#f94a8329b70a1b8ad0a1663896f24039 Crème d'Asperge - creme asperge - - - 30 - - - KCA#cbc1c83ffe548199d6dd183d80ce7ed1 Crème Chantilly - creme chantilly - sous pression, UHT - - 0 - - - CIQ#6b0464a56ccdb51b3c17e59e68e22b71 Crème aux Oeufs - creme au oeuf - petit pot de crème chocolat, vanille,. - - 0 - - - CIQ#c689a34c0bb9bd503090d74056c099c9 Crème Pâtissière - creme patissiere - - - 315 - - - CIQ#4a1bb8cbb62b551d13c27f59258958f5 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/687f2be9aa34e/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pêche', 'normName': ' peche ', 'comment': '', 'normComment': '', 'rank': 15131, 'id': 'KCA#2c2eecc0723dd0a72a296f2b3fa97bb1', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['PRU.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Crème Brûlée', 'normName': ' creme brulee ', 'comment': '', 'normComment': '', 'rank': 2036, 'id': 'CIQ#fb47d972c3235031e77872ab47edea90', 'quantity': 'une cuillère', 'quantityLem': '1 cuillere', 'pack': ['FLA.w125', 'RAM.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.5800058841705322} ---------------------------------------------------------------------------------- LLM CPU Time: 3.5800058841705322