Input path: /home/debian/html/nutritwin/output_llm/6799c2606b09a/input.json Output path: /home/debian/html/nutritwin/output_llm/6799c2606b09a/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/6799c2606b09a/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": "myrtille", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "mûre", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "cassis", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "vanille", "quantity": "une note", "type": "food", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "myrtille", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "mûre", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "cassis", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "vanille", "quantity": "une note", "type": "food", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "myrtille", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "m\u00fbre", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "cassis", "quantity": "une infusion", "type": "beverage", "event": "unknownEvent" }, { "name": "vanille", "quantity": "une note", "type": "food", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'myrtille', 'quantity': 'une infusion', 'type': 'beverage', 'event': 'unknownEvent'}, {'name': 'mûre', 'quantity': 'une infusion', 'type': 'beverage', 'event': 'unknownEvent'}, {'name': 'cassis', 'quantity': 'une infusion', 'type': 'beverage', 'event': 'unknownEvent'}, {'name': 'vanille', 'quantity': 'une note', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'myrtille', 'quantity': 'une infusion', 'type': 'beverage', '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 '% myrtille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Myrtille - myrtille - crue - - 0 - - - CIQ#ffc0468810bbc3f659ff770ef320b86e Tarte aux Myrtilles - tarte au myrtille - aux myrtilles - - 0 - - - KCA#3bfa571d2389b04a54b69ea18dfaee1d Muffin, aux Myrtilles ou au Chocolat - muffin au myrtille ou chocolat - - - 134 - - - KCA#05cd9c979ff387db33227bf459139885 Confiture de Myrtilles - confiture de myrtille - extra ou classique - - 0 - - - CIQ#6fafaf70d20aef30be6e54d58fe9c169 Porridge aux Poires Pochées et Myrtilles - porridge au poire pochee myrtille - - - 273 - - - KCA#7811c01dac01085f7e84eceadffdb9b8 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'mûre', 'quantity': 'une infusion', 'type': 'beverage', '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 '% mure %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Mûre - mure - de ronce, crue - - 0 - - - CIQ#6bc64605f5441530515a5902a68d9695 Mûre Fraîche - mure fraiche - - - 56 - - - KCA#30fc2aba6601890a16d76a2d16775759 Mûre Noire Fraîche - mure noire fraiche - - - 25 - - - KCA#081a5a7a5c0b35f43c41bbf70b3f1a65 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'cassis', 'quantity': 'une infusion', 'type': 'beverage', '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 '% cassi %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Jus de Cassis - ju de cassi - - - 71 - - - KCA#23b128bf16a4ca6a1f60e0303a428cbc Melon au Cassis - melon cassi - - - 59 - - - KCA#f42b7e69e07e21854350a0f4e9d88060 Crème de Cassis - creme de cassi - - - 35 - - - CIQ#f94a8329b70a1b8ad0a1663896f24039 Liqueur de Cassis - liqueur de cassi - - - 52 - - - KCA#103d5363ebaa8962cfb86d31a421691c ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'vanille', 'quantity': 'une note', '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 '% vanille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Vanille - vanille - extrait aqueux - - 0 - - - CIQ#f6b2213d2b9b62863531299c1856b556 Vanille - vanille - extrait alcoolique - - 0 - - - CIQ#86785c8e2dde560b40ec089d97c5878b Glace à la Vanille - glace vanille - - - 4374 - - - KCA#08c5a6034c4e57f1436efb6ff52c3c17 Glace Vanille et Maltesers - glace vanille malteser - - - 36 - - - KCA#005a21aef0c03c541f64b64026e48292 Vienetta Vanille - vienetta vanille - vienetta vanille - - 0 - - - KCA#4373dd4063698d9caf2b43b6de672b4c Galette au Son Vanille - galette son vanille - - - 72 - - - KCA#04a41044dcf2269e5fce2b208c500114 Crème Glacée Vanille - creme glacee vanille - - - 258 - - - KCA#f7b537932653bc0d751d986179cb8766 Boisson au Soja Vanille - boisson soja vanille - - - 23 - - - KCA#f35a8df099841db9e7771984c8d65489 Crème Glacée à la Vanille - creme glacee vanille - - - 0 - - - KCA#f7b537932653bc0d751d986179cb8766 Crème Dessert à la Vanille - creme dessert vanille - - - 46 - - - CIQ#5c1ce39fd405df20be77bb629d21e9d9 Lait de Poule à la Vanille - lait de poule vanille - - - 6 - - - KCA#25b76c73d26daa4f9fb65851f99ef578 Crème Dessert à la Vanille - creme dessert vanille - - - 0 - - - CIQ#5c1ce39fd405df20be77bb629d21e9d9 Vacherin Glacé à Vanille et à la Framboise - vacherin glace vanille framboise - la framboise - - 0 - - - KCA#dca9781f34613ffbf5996dbe704cc080 Gaufrettes Fourrées à la Vanille - gaufrette fourree vanille - - - 131 - - - KCA#f6fffae331e60fa23035c269667860d0 Dessert Fermenté au Soja Vanille - dessert fermente soja vanille - - - 9 - - - KCA#69270de5930b0e4141619169d16c2b93 Profiterole Avec Glace Vanille et Sauce Chocolat - profiterole avec glace vanille sauce chocolat - - - 198 - - - CIQ#92ac646932450fbce3604e2ecc2747cf Profiterole Avec Glace Vanille et Sauce Chocolat - profiterole avec glace vanille sauce chocolat - - - 0 - - - KCA#92ac646932450fbce3604e2ecc2747cf Gaufrette Fourrée, Chocolat, Vanille ou Noisette - gaufrette fourree chocolat vanille ou noisette - - - 159 - - - KCA#75baba95a2a821d1233cfdd709037734 Goûter Sec Fourré Parfum Lait ou Vanille - gouter sec fourre parfum lait ou vanille - - - 8 - - - KCA#9a73b6ba0091a04bd64294d4d6403733 ---------------------------------------------------- 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/6799c2606b09a/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Myrtille', 'normName': ' myrtille ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#ffc0468810bbc3f659ff770ef320b86e', 'quantity': 'une infusion', 'quantityLem': '1 infusion', 'pack': ['LEG.w150'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Mûre', 'normName': ' mure ', 'comment': 'de ronce, crue', 'normComment': ' de ronce crue ', 'rank': 0, 'id': 'CIQ#6bc64605f5441530515a5902a68d9695', 'quantity': 'une infusion', 'quantityLem': '1 infusion', 'pack': ['FRB.w40'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Jus de Cassis', 'normName': ' ju de cassi ', 'comment': '', 'normComment': '', 'rank': 71, 'id': 'KCA#23b128bf16a4ca6a1f60e0303a428cbc', 'quantity': 'une infusion', 'quantityLem': '1 infusion', 'pack': ['VA4', 'VA3', 'VA2', 'VX1', 'GOB', 'LDK'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 6}, {'name': 'Vanille', 'normName': ' vanille ', 'comment': 'extrait aqueux', 'normComment': ' extrait aqueu ', 'rank': 0, 'id': 'CIQ#f6b2213d2b9b62863531299c1856b556', 'quantity': 'une note', 'quantityLem': '1 note', 'pack': ['CCL.w4'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.430279970169067} ---------------------------------------------------------------------------------- LLM CPU Time: 5.430279970169067