Input path: /home/debian/html/nutritwin/output_llm/685a7eb68340c/input.json Output path: /home/debian/html/nutritwin/output_llm/685a7eb68340c/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/685a7eb68340c/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": "gratin", "quantity": "une portion", "cookingMethod": "gratiné", "type": "food", "event": "declaration" }, { "name": "pommes de terre", "quantity": "une portion", "cookingMethod": "rôties", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "gratin", "quantity": "une portion", "cookingMethod": "gratiné", "type": "food", "event": "declaration" }, { "name": "pommes de terre", "quantity": "une portion", "cookingMethod": "rôties", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "gratin", "quantity": "une portion", "cookingMethod": "gratin\u00e9", "type": "food", "event": "declaration" }, { "name": "pommes de terre", "quantity": "une portion", "cookingMethod": "r\u00f4ties", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'gratin', 'quantity': 'une portion', 'cookingMethod': 'gratiné', 'type': 'food', 'event': 'declaration'}, {'name': 'pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'rôties', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'gratin', 'quantity': 'une portion', 'cookingMethod': 'gratiné', '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 '% gratin %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Gratin de Pâtes - gratin de pate - - - 1278 - - - CIQ#e5ddb4156e10082239de6bdb41061576 Gratin de Courge - gratin de courge - - - 436 - - - KCA#0e97f93c994c9b6058ab1124999c0f08 Gratin de Tomates - gratin de tomate - - - 20 - - - KCA#98eaabd4f363344cd588b343b919b247 Gratin de Brocolis - gratin de brocoli - - - 290 - - - KCA#deeca5007f2b6f27a90fc59caba8284e Gratin à la Paysanne - gratin paysanne - - - 32 - - - KCA#a50234ffefb9e78d652230f968f783bc Gratin de Langoustines - gratin de langoustine - - - 11 - - - KCA#c0226155d15a71b2d63042ff47baaa2c Gratin de Pomme de Terre - gratin de pomme de terre - - - 392 - - - KCA#48b8737a54d064f8f34d323983546ffb Gratin de Légumes d'Hiver - gratin de legume hiver - - - 28 - - - KCA#5c823245ed33275984add95a1bfaec53 Gratin d'Endives et Jambon - gratin endive jambon - - - 672 - - - KCA#5943f9f3a617979b609eceb93b42a94e Gratin d'Aubergines au Four - gratin aubergine four - - - 89 - - - KCA#af8fb7b0c90be3b57dd66a6bf81fa87f Gratin d'Aubergines à l'Ail - gratin aubergine ail - - - 37 - - - KCA#00d3737b9737c824ff218c0df9d770bf Gratin de Courgettes à la Bolognaise - gratin de courgette bolognaise - - - 99 - - - KCA#3a9a287b43639c40798a6e25743e7505 Gratin de Pomme de Terre et de Fenouil - gratin de pomme de terre de fenouil - - - 36 - - - KCA#3939c2c986b4434d5c5bbf6aff3fc690 Gratin ou Cassolette de Poisson et / ou Fruits de Mer - gratin ou cassolette de poisson ou fruit de mer - - - 0 - - - CIQ#f4c6a399ce4f09215d845f1bc0baea0d Gratin ou Cassolette de Poisson et / ou Fruits de Mer - gratin ou cassolette de poisson ou fruit de mer - cru - - 0 - - - CIQ#7683c1a4ac082df404a207ec1e700452 Gratin de Poisson et Purée ou Brandade aux Pommes de Terre ou Parmentier de Poisson - gratin de poisson puree ou brandade au pomme de terre ou parmentier de poisson - - - 0 - - - CIQ#2245f44a96a88c8004f83091c6febc57 Cardons au Gratin - cardon gratin - - - 56 - - - KCA#4ed9bbc2a113b425ab575796220590e9 Fenouil à Gratin - fenouil gratin - - - 71 - - - KCA#8eab5887537101ca60464d55fc8631c1 Poireaux au Gratin - poireau gratin - - - 205 - - - KCA#8983aee87ad06d72ddd27640cc6ba94c Nouilles au Gratin - nouille gratin - - - 71 - - - KCA#404df53be1bd9d4d128db0a2d02744d9 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'rôties', '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 '% pomme de terre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69 Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095 Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299 Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5 Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2 Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab Pomme de Terre Anna - pomme de terre anna - - - 43 - - - KCA#96fe2fadd9f331eb4549227f2e4a6267 Pomme de Terre Chips - pomme de terre chip - - - 42 - - - KCA#1deb7b7eab80f8586099ee58a6db9ea2 Pomme de Terre Purée - pomme de terre puree - - - 40 - - - KCA#0d4cd5387a20885448dbbf1f634017b3 Pomme de Terre Byron - pomme de terre byron - - - 4 - - - KCA#244d59f3080438c8160682d32b6ff789 Pomme de Terre Rôties - pomme de terre rotie - - - 1077 - - - KCA#797b578eb598e7082faea0ae30d34021 Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718 Pomme de Terre Vapeur - pomme de terre vapeur - sous vide - - 0 - - - CIQ#d52218f9e63c6cb0bf8151b244a71afd Pomme de Terre Poêlée - pomme de terre poelee - avec matière grasse - - 0 - - - CIQ#b717c125ad32aa35b8cd673ba48f8c60 Pomme de Terre Sautées - pomme de terre sautee - - - 5854 - - - KCA#7e685fe608808c6ddb2b7b1edab93c82 ---------------------------------------------------- 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/685a7eb68340c/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Gratin de Pâtes', 'normName': ' gratin de pate ', 'comment': '', 'normComment': '', 'rank': 1278, 'id': 'CIQ#e5ddb4156e10082239de6bdb41061576', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['NOU.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NOU-100', 'posiNormName': 0}, {'name': 'Pomme de Terre', 'normName': ' pomme de terre ', 'comment': 'purée, aliment moyen', 'normComment': ' puree aliment moyen ', 'rank': 0, 'id': 'CIQ#20c56d85dc4d344fdfb3594d5e93f5ff', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.266646146774292} ---------------------------------------------------------------------------------- LLM CPU Time: 2.266646146774292