Input path: /home/debian/html/nutritwin/output_llm/684d525635a17/input.json Output path: /home/debian/html/nutritwin/output_llm/684d525635a17/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/684d525635a17/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": "endive", "quantity": "plusieurs feuilles", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs tranches", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs morceaux", "cookingMethod": "cru", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "endive", "quantity": "plusieurs feuilles", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs tranches", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs morceaux", "cookingMethod": "cru", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "endive", "quantity": "plusieurs feuilles", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "poire", "quantity": "plusieurs tranches", "cookingMethod": "cru", "type": "food", "event": "declaration" }, { "name": "noix", "quantity": "plusieurs morceaux", "cookingMethod": "cru", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'endive', 'quantity': 'plusieurs feuilles', 'cookingMethod': 'cru', 'type': 'food', 'event': 'declaration'}, {'name': 'poire', 'quantity': 'plusieurs tranches', 'cookingMethod': 'cru', 'type': 'food', 'event': 'declaration'}, {'name': 'noix', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cru', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'endive', 'quantity': 'plusieurs feuilles', 'cookingMethod': 'cru', '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 '% endive %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Endive - endive - crue - - 0 - - - CIQ#c9461ebf9e50ce9c4870c75eda51fa7e Endive - endive - rôtie/cuite au four - - 0 - - - CIQ#cfbace3f9abdd920eb03851948cb5ad2 Endives Roties - endive rotie - - - 164 - - - KCA#d5640e1c6d39d93bd34a3fbe03f085b0 Endives Braisées - endive braisee - - - 712 - - - KCA#2baf4cba05f671f35117316b40fa765f Endives Meunière - endive meuniere - - - 23 - - - KCA#1f33cd25fe0dbfcb3d3afdb7dae639a5 Endives Surprise - endive surprise - - - 9 - - - KCA#a6a020ed2298844c2bbc58f681c53ab5 Endives Parisiennes - endive parisienne - - - 7 - - - KCA#3dd1bce598559b51d5e932f72313d501 Salade d'Endives - salade endive - - - 3059 - - - KCA#22f49bd5d9db2619011406f0bcce4e4b Gratin d'Endives et Jambon - gratin endive jambon - - - 672 - - - KCA#5943f9f3a617979b609eceb93b42a94e ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'poire', 'quantity': 'plusieurs tranches', 'cookingMethod': 'cru', '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 '% poire %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poire - poire - - - 13057 - - - KCA#5ba732f83dcdfc7a2f7724b4b6f47475 Poire au Sirop - poire sirop - - - 163 - - - KCA#4666398a40ef3c8f968eabd3e3b36d2f Poires Glacées - poire glacee - - - 7 - - - KCA#48f74bf386f345fcfc63d7d46bc0b6ed Poires en Dome - poire en dome - - - 1 - - - KCA#2e3cbfe0f0f474a2516bcbd31482851f Poire Williams - poire william - pulpe, crue - - 0 - - - CIQ#821fc8e5303a047e71bc80803acfb4ce Poire Conférence - poire conference - pulpe, crue - - 0 - - - CIQ#769a7e9840a91eeee3cfebd2dbf13548 Poire Belle Hélène - poire belle helene - - - 55 - - - CIQ#4d534891fb7c949245190951f5772801 Poire au Sirop Léger - poire sirop leger - égouttée - - 0 - - - CIQ#619bd248b790aac8fe6fb66bdfd8bcf6 Jus de Poire - ju de poire - - - 187 - - - KCA#71115bfedc68c12d1c795b934a2821ad Jus de Poire et Gingembre - ju de poire gingembre - - - 10 - - - KCA#67fc2dd3e0241342e3d623625e50843a Compote Poire au Citron - compote poire citron - - - 34 - - - KCA#e522988ae225a27aaffdad56fe544dd7 Tarte aux Poires - tarte au poire - aux poires - - 0 - - - KCA#1768d5876d197d444d2303a3b3f2f17a Nectar de Poire - nectar de poire - - - 20 - - - KCA#b7b16e0bf4b2f8d30ecfd5d318bfef6b Steak Dans la Poire - steak dan poire - la poire - - 0 - - - KCA#9469b83779e8c6f8243a8fc4d7ec1033 Jus de Pomme et Poire - ju de pomme poire - - - 78 - - - KCA#02e389018cb8931bba82037f055c9173 Porridge aux Poires Pochées et Myrtilles - porridge au poire pochee myrtille - - - 273 - - - KCA#7811c01dac01085f7e84eceadffdb9b8 Jus de Raisin Noir et Poire - ju de raisin noir poire - - - 1 - - - KCA#df5169d83aaa4341013aefe547c854e0 Cailles et Trévise aux Poires - caille trevise au poire - - - 2 - - - KCA#c07728385a32cc2111931eeb1c34c4c3 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': 'noix', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cru', '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 '% noix %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Noix - noix - - - 9716 - - - KCA#c906c6893ddeb4160c6962e435a64070 Noix de Cajou - noix de cajou - grillée, non salée - - 4580 - - - CIQ#1d3f653c5638bf26ec0a3dd1b4d5d7f8 Noix de Cajou - noix de cajou - grillée à sec, non salée - - 0 - - - CIQ#ee20370d82207184e6c206ec093b3da6 Noix de Muscade - noix de muscade - - - 0 - - - CIQ#d0b515cab2cb4c1df3d8cac8c21a04a6 Noix de Coco Sèche - noix de coco seche - - - 302 - - - KCA#441a30b2d0145dcf42225dbbb3375c83 Noix de Coco Fraîche - noix de coco fraiche - - - 448 - - - KCA#b779756eb6730378afe5a32890565016 Noix de Veau au Bacon - noix de veau bacon - - - 3 - - - KCA#8fd91c269e5276f02a8363ef6803c0ab Noix de Saint-jacques - noix de saint jacque - grillées aux agrumes - - 209 - - - KCA#9addb22675d34eb2fdcb5caead6326ec Flan à la Noix de Coco - flan noix de coco - - - 363 - - - KCA#0652101a3b6451427cd959e6bec6cb65 Barre à la Noix de Coco - barre noix de coco - enrobée de chocolat - - 112 - - - CIQ#4e007846e0fe06a70828b3ec29679819 Tourte à la Noix de Coco - tourte noix de coco - de coco - - 0 - - - KCA#6121e359ac2923702fb168c182d3bf31 Pain aux Noix - pain au noix - - - 1573 - - - KCA#46db2fdf388b270a3d3b260144c5e060 Boisson à la Noix de Coco - boisson noix de coco - nature - - 0 - - - CIQ#bd0c757af8a0e8887260c8de0645af17 Huile de Noix - huile de noix - - - 34 - - - CIQ#9b2b84a42a4fd8da79bf4ee5cc2adadc Tarte aux Noix de Saint-jacques - tarte au noix de saint jacque - - - 0 - - - CIQ#5aef85ffeb8b1a34c20b5f32a12c8ba2 Gâteau aux Noix - gateau au noix - - - 578 - - - KCA#8181007b7c696bcca41d6055d63dfe39 Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1 Financiers Noix de Coco Ananas - financier noix de coco anana - - - 257 - - - KCA#4aebfb172b7e19062e54d1ff97c7f71d Tartelettes aux Noix de Cajou - tartelette au noix de cajou - de cajou - - 0 - - - KCA#be73e050b0c8b1150a9834976e3b3ee0 Muffins Caramel Noix de Pécan - muffin caramel noix de pecan - - - 42 - - - KCA#cd9097c0bf07e696eb9fc54da68002b0 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/684d525635a17/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Endive', 'normName': ' endive ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#c9461ebf9e50ce9c4870c75eda51fa7e', 'quantity': 'plusieurs feuilles', 'quantityLem': 'plusieur feuille', 'pack': ['APL.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poire', 'normName': ' poire ', 'comment': '', 'normComment': '', 'rank': 13057, 'id': 'KCA#5ba732f83dcdfc7a2f7724b4b6f47475', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['POE.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['NUT.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.734318971633911} ---------------------------------------------------------------------------------- LLM CPU Time: 2.734318971633911