Input path: /home/debian/html/nutritwin/output_llm/68dbb01cf1938/input.json Output path: /home/debian/html/nutritwin/output_llm/68dbb01cf1938/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/68dbb01cf1938/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": "crevettes", "quantity": "plusieurs", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "oignons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "oignons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "oignons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" }, { "name": "poivrons", "quantity": "plusieurs tranches", "cookingMethod": "saut\u000e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crevettes', 'quantity': 'plusieurs', 'cookingMethod': 'saut\x0e', 'type': 'food', 'event': 'declaration'}, {'name': 'oignons', 'quantity': 'plusieurs tranches', 'cookingMethod': 'saut\x0e', 'type': 'food', 'event': 'declaration'}, {'name': 'poivrons', 'quantity': 'plusieurs tranches', 'cookingMethod': 'saut\x0e', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crevettes', 'quantity': 'plusieurs', 'cookingMethod': 'saut\x0e', '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 '% crevette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Crevette - crevette - - - 0 - - - CIQ#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette - crevette - surgelée, crue - - 0 - - - CIQ#6d2d0fd551b07525a734c3be38c58c75 Crevettes - crevette - - - 5186 - - - KCA#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette Grise - crevette grise - - - 433 - - - CIQ#af30120ef573ec8aede30e6b213fe758 Crevettes Grises - crevette grise - - - 0 - - - KCA#af30120ef573ec8aede30e6b213fe758 Crevettes à l'Ail - crevette ail - - - 272 - - - KCA#389982139f3c9db8da023e6c0f7cc746 Crevettes à la Crème - crevette creme - - - 27 - - - KCA#bfbdc4ace22227cc6387b0bafb765223 Crevettes Roses Cuites - crevette rose cuite - - - 3801 - - - KCA#c3307aae6d15a410f53cb6231bfbdf2f Crevette Tigres Cuites - crevette tigre cuite - - - 111 - - - KCA#22b00200ebc6bdb6126eccfb37d61230 Crevettes Grises Chaudes - crevette grise chaude - - - 13 - - - KCA#51c0cd81b22cbdcec612fc401b832b96 Crevettes au Poivre Vert - crevette poivre vert - - - 9 - - - KCA#f3c409dc445bb2af4a5c8aaf00f658a8 Crevettes à la Mayonnaise - crevette mayonnaise - - - 53 - - - KCA#008a9811e12a43807907909aad094d60 Crevettes Sautées au Basilic - crevette sautee basilic - - - 286 - - - KCA#717c940acdb428fe12f9aabee135b0b0 Crevettes au Sel et au Poivre - crevette sel poivre - - - 222 - - - KCA#1dceefb0b76c3e190bcc60f6940c2954 Sushi Crevette - sushi crevette - sushi crevette - - 0 - - - KCA#e6ea0415e3560f332701361113c4066c Chips de Crevette - chip de crevette - - - 1 - - - CIQ#a5f0b02c741a004abc8b4dd1d7ba4ebf Bisque de Crevettes - bisque de crevette - - - 21 - - - KCA#ad6250e29a9857cb7b7046c6cc0fd507 Avocats aux Crevettes - avocat au crevette - - - 195 - - - KCA#5dcdeb94d09030bfe9f4f6ecb11c25c9 Beignet de Crevette - beignet de crevette - - - 689 - - - CIQ#552ced2661e401c403a26ae004706991 Bouquet de Crevettes - bouquet de crevette - - - 16 - - - KCA#7560436c93e26ab4c3197733213a010e ---------------------------------------------------- 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 ----------- result to be analyzed ----------- {'name': 'oignons', 'quantity': 'plusieurs tranches', 'cookingMethod': 'saut\x0e', '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 '% oignon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Oignon Rouge - oignon rouge - cru - - 0 - - - CIQ#a3a90e3b821f84d7a74d50f24f98c096 Oignon Jaune - oignon jaune - cru - - 0 - - - CIQ#c916dd977e601a26f15719c111bb1093 Oignon Rouge - oignon rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#3272cac72e2186557cc2070def22749a Oignons Glacés - oignon glace - - - 65 - - - KCA#2b3f52a8738bf794986d4ef46123f00f Oignons Farcis - oignon farci - - - 35 - - - KCA#aab0d8e5679cd466c7ef244e808be75f Oignons Marinés - oignon marine - - - 82 - - - KCA#7d9a649773db2bf2ce8c45b2a633af89 Oignons à la Grecque - oignon grecque - - - 12 - - - KCA#55d5997945125813e6482bec44690738 Oignon Blanc ou Jaune - oignon blanc ou jaune - sauté/poêlé sans matière grasse - - 0 - - - CIQ#f9914e4a2a2041ae432c622942e9e97c Oignons Rôtis au Vinaigre Balsamique - oignon roti vinaigre balsamique - - - 27 - - - KCA#afa16f451defcba2b92b498b444ea13c Oignon Nouveau ou Oignon Frais ou Cébette - oignon nouveau ou oignon frai ou cebette - sauté/poêlé sans matière grasse - - 0 - - - CIQ#39815d50df5f6ed817552538ed74a10a Soupe à l'Oignon - soupe oignon - - - 403 - - - CIQ#b1ff7640f95dd2cde33e15b9cda8687a Tarte à l'Oignon - tarte oignon - - - 0 - - - CIQ#50f48863e213aaadcb6bfdcd1e8a8024 Soupe à l'Oignon - soupe oignon - déshydratée reconstituée - - 0 - - - CIQ#8185849a63717db6199dc328db03c3ea Tarte à l'Oignon Boulangerie - tarte oignon boulangerie - l'oignon boulangerie - - 0 - - - KCA#2650e88a79567e3c49b88875beac00e1 Salade d'Oignons - salade oignon - - - 11 - - - KCA#3fca60ac2fc384af506dee4e6390f676 Tarte aux Oignons - tarte au oignon - aux oignons - - 0 - - - KCA#7908b6eb74cb8bfebb84a7b50415b7d7 Anguille aux Oignons - anguille au oignon - - - 2 - - - KCA#eb19e91cf489de7590674d279c274384 Omelette aux Oignons Blancs - omelette au oignon blanc - - - 160 - - - KCA#e00d982431b8462b3ee00178d5dd51ea Pigeons aux Petits Oignons - pigeon au petit oignon - - - 0 - - - KCA#715f503cc552cf465e7e952b9b544f12 Côte de Mouton aux Oignons - cote de mouton au oignon - - - 6 - - - KCA#748f33a4c3e1976e12aa602aead0cdaf ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'poivrons', 'quantity': 'plusieurs tranches', 'cookingMethod': 'saut\x0e', '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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68dbb01cf1938/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crevette', 'normName': ' crevette ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#ee3181f793a3ceeca9a1733d1c6f5e00', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CRE.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Oignon Rouge', 'normName': ' oignon rouge ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 0, 'id': 'CIQ#a3a90e3b821f84d7a74d50f24f98c096', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poivron Vert', 'normName': ' poivron vert ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 392, 'id': 'CIQ#a2fae55239e2aff66a546dc7faa30cdc', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['PEE.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 15.660929203033447} ---------------------------------------------------------------------------------- LLM CPU Time: 15.660929203033447