Input path: /home/debian/html/nutritwin/output_llm/686eb267ea8ca/input.json Output path: /home/debian/html/nutritwin/output_llm/686eb267ea8ca/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/686eb267ea8ca/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": "bouillies", "type": "food", "event": "declaration" }, { "name": "épinards", "quantity": "plusieurs", "cookingMethod": "bouillis", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "bouillies", "type": "food", "event": "declaration" }, { "name": "épinards", "quantity": "plusieurs", "cookingMethod": "bouillis", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "bouillies", "type": "food", "event": "declaration" }, { "name": "\u00e9pinards", "quantity": "plusieurs", "cookingMethod": "bouillis", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crevettes', 'quantity': 'plusieurs', 'cookingMethod': 'bouillies', 'type': 'food', 'event': 'declaration'}, {'name': 'épinards', 'quantity': 'plusieurs', 'cookingMethod': 'bouillis', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crevettes', 'quantity': 'plusieurs', 'cookingMethod': 'bouillies', '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': 'épinards', 'quantity': 'plusieurs', 'cookingMethod': 'bouillis', '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/686eb267ea8ca/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': 'Épinard', 'normName': ' epinard ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#433bdba89f5f8461e9be028dc8a7d006', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 48.10201072692871} ---------------------------------------------------------------------------------- LLM CPU Time: 48.10201072692871