Input path: /home/debian/html/nutritwin/output_llm/6803ebc70a0a6/input.json Output path: /home/debian/html/nutritwin/output_llm/6803ebc70a0a6/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/6803ebc70a0a6/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": "pois chiches", "quantity": "six", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "épinards", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pois chiches", "quantity": "six", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "épinards", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "pois chiches", "quantity": "six", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "\u00e9pinards", "quantity": "plusieurs feuilles", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pois chiches', 'quantity': 'six', 'type': 'food', 'event': 'declaration'}, {'name': 'poivrons', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'épinards', 'quantity': 'plusieurs feuilles', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pois chiches', 'quantity': 'six', '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 '% poi chiche %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pois Chiche - poi chiche - bouilli/cuit à l'eau - - 0 - - - CIQ#aae16071f193c388da3c4d50ee951ede Pois Chiches - poi chiche - - - 2304 - - - KCA#115b7f431a49455f26ed3b7f3932db39 Pois Chiches en Salade - poi chiche en salade - - - 274 - - - KCA#4786e15f82c9dd98983f07f50adf34bf Pâtes aux Pois Chiches - pate au poi chiche - - - 26 - - - KCA#b7ced6da14db5293890182d775b8149e Salade de Pois Chiches - salade de poi chiche - - - 183 - - - KCA#43732d53972a4e71967a601d395af34f Tagine de Pois Chiches et Légumes - tagine de poi chiche legume - et légumes - - 0 - - - KCA#33f425a45076f2043c6ce4902f03f2cc Boulettes de Pois Chiches - boulette de poi chiche - - - 82 - - - KCA#e2c4b73e803ec2f5445d657d3f757aaf Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - - - 0 - - - CIQ#39c9188b52b072617f11cb33e93f63d9 Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - frite - - 0 - - - CIQ#8f95207f021791a672b8c691de586b4c ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'poivrons', 'quantity': 'plusieurs morceaux', '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 '% poivron %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poivron Vert - poivron vert - cru - - 392 - - - CIQ#a2fae55239e2aff66a546dc7faa30cdc Poivron Vert - poivron vert - sauté/poêlé sans matière grasse - - 0 - - - CIQ#36a891b7ad20c2b3639d747cf8857115 Poivron Rouge - poivron rouge - cru - - 1711 - - - CIQ#95f36fe98d87706b97c9388965ff922c Poivron Jaune - poivron jaune - cru - - 0 - - - CIQ#fbc7d3935b47bd6951e6a2b5c850d6c9 Poivron Jaune - poivron jaune - sauté/poêlé sans matière grasse - - 0 - - - CIQ#c85608118191f076fee1ab22ef4c4c21 Poivron Rouge - poivron rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#5654bc2ff6d0ad36622505b57ff4a314 Poivrons Farcis - poivron farci - - - 411 - - - KCA#46020dbf3479a2931a6447bad039890f Poivrons Farcis au Riz - poivron farci riz - - - 70 - - - KCA#45b3223dfdcd710d8009a3fabb5935f4 Poivrons au Fromage Frais - poivron fromage frai - - - 57 - - - KCA#bd381888f0220065256457b3c07763a7 Poivrons au Beurre d'Anchois - poivron beurre anchoi - - - 70 - - - KCA#7e1f5629b85558460d6988b5402e4b8c Poivron Vert, Jaune ou Rouge Cuit - poivron vert jaune ou rouge cuit - - - 2853 - - - KCA#879bfd85c671722b6e6012f3555d94ac Omelette aux Poivrons - omelette au poivron - - - 235 - - - KCA#4cb2797259acdf22918e496fa31d18e5 Tournedos aux Poivrons - tournedo au poivron - aux poivrons - - 0 - - - KCA#8befec56aeb7296aaaf29959ed0ca059 Riz aux Olives et aux Poivrons - riz au olive au poivron - - - 19 - - - KCA#f9dde3013dc9afd5a09f22f1627c7250 Purée de Pomme de Terre et Poivrons - puree de pomme de terre poivron - - - 5 - - - KCA#ac523a8153d8051ced9a539c88bc1970 Sauce Basquaise ou Sauce aux Poivrons - sauce basquaise ou sauce au poivron - - - 0 - - - CIQ#47d21249bc4ab285956c9e298c68bb6d ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'épinards', 'quantity': 'plusieurs feuilles', '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 '% epinard %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Épinard - epinard - bouilli/cuit à l'eau - - 0 - - - CIQ#433bdba89f5f8461e9be028dc8a7d006 Épinard - epinard - jeunes pousses pour salades, cru - - 0 - - - CIQ#fdeb432347d2b4173f5156686d2f99b6 Epinards Crus - epinard cru - - - 237 - - - KCA#2b067f81272058eb8afacaecf3d95ce4 Epinards Cuits - epinard cuit - - - 3521 - - - KCA#a84e48a746ab76e2a92a7ff685f7672b Epinards Surgelés - epinard surgele - - - 0 - - - KCA#6a5c1b019a4c5761881863139cae62f4 Epinards à la Crème - epinard creme - - - 1961 - - - KCA#4a3ec629c07ac0a72baff17d6dcffb6a Epinards au Fromage - epinard fromage - - - 103 - - - KCA#6185bd8b8954b8f180e21507e28bfb5d Tarte Épinard Chèvre - tarte epinard chevre - - - 1 - - - CIQ#903b346c51a11e87c3740323706f565f Purée d'Epinards à la Crème - puree epinard creme - - - 43 - - - KCA#5ad4feeb696a25452e1f664522dd253c Salade d'Epinards - salade epinard - - - 150 - - - KCA#79de93185d044eb14c4cea5a9aa5cacd Salade d'Epinards - salade epinard - Boulgour et Pois chiches - - 17 - - - KCA#46f12f923e6ad3074056575f0cdb89eb Riz aux Epinards et aux Figues - riz au epinard au figue - - - 9 - - - KCA#92aaabb51f939b54b37121fb6eff2626 Oeufs aux Epinards - oeuf au epinard - - - 11 - - - KCA#e6dea4a7c4fa999c2931f83dc857ac02 Boulettes d'Epinards à la Sauce Tomate - boulette epinard sauce tomate - - - 9 - - - KCA#2400b360c946364c7fedfc50987e55b3 Fatayer aux Epinards - fatayer au epinard - - - 9 - - - KCA#2e633a21d0f60571492b1012460c0283 Lentilles aux Epinards - lentille au epinard - - - 22 - - - KCA#27e5618f833b2a5e6ef3f51546ae28c8 Lasagnes Chèvre Epinards - lasagne chevre epinard - 'maison' - - 202 - - - KCA#bb87f36466b476d493686d067f7a309f Pappardelle aux Epinards et Tomates Grillées - pappardelle au epinard tomate grillee - à la Ricotta - - 1 - - - KCA#85c631a8538f4d0dddf99295efb67fa8 Raviolis Frais aux Epinards - ravioli frai au epinard - - - 76 - - - KCA#0933097fa2901b5e5e0e29590a3b0b95 Raviolis Frais Ricotta-epinards - ravioli frai ricotta epinard - - - 362 - - - KCA#08bd3dee018c7d1de7780e83157db3bb ---------------------------------------------------- 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/6803ebc70a0a6/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pois Chiche', 'normName': ' poi chiche ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#aae16071f193c388da3c4d50ee951ede', 'quantity': 'six', 'quantityLem': '6', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-600', 'posiNormName': 0}, {'name': 'Poivron Vert', 'normName': ' poivron vert ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 392, 'id': 'CIQ#a2fae55239e2aff66a546dc7faa30cdc', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['PEE.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Épinard', 'normName': ' epinard ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#433bdba89f5f8461e9be028dc8a7d006', 'quantity': 'plusieurs feuilles', 'quantityLem': 'plusieur feuille', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.1258320808410645} ---------------------------------------------------------------------------------- LLM CPU Time: 5.1258320808410645