Input path: /home/debian/html/nutritwin/output_llm/679d2a3666573/input.json Output path: /home/debian/html/nutritwin/output_llm/679d2a3666573/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/679d2a3666573/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": "nouilles", "quantity": "une assiette", "cookingMethod": "saut\u00e9es", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "saut\u00e9", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "nouilles", "quantity": "une assiette", "cookingMethod": "saut\u00e9es", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "saut\u00e9", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "nouilles", "quantity": "une assiette", "cookingMethod": "saut\u00e9es", "type": "food", "event": "declaration" }, { "name": "poulet", "quantity": "plusieurs morceaux", "cookingMethod": "saut\u00e9", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'nouilles', 'quantity': 'une assiette', 'cookingMethod': 'sautées', 'type': 'food', 'event': 'declaration'}, {'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'sauté', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'nouilles', 'quantity': 'une assiette', 'cookingMethod': 'sautées', '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 '% nouille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Nouilles au Cury - nouille cury - - - 101 - - - KCA#939cc92ab65bbcbb683b43497f39fea3 Nouilles au Beurre - nouille beurre - - - 475 - - - KCA#069e37556b02d85393f0314920b44754 Nouilles au Gratin - nouille gratin - - - 71 - - - KCA#404df53be1bd9d4d128db0a2d02744d9 Nouilles Japonaises - nouille japonaise - - - 891 - - - KCA#47b66caeb31172a6f8fbe83564b018ff Nouilles aux Anchois - nouille au anchoi - - - 10 - - - KCA#97462d8503dc59d6b032d940b49d1dd1 Nouilles aux Légumes - nouille au legume - et à la crème fraiche - - 48 - - - KCA#7d849c1e84478b449c708125900e775a Nouilles au Roquefort - nouille roquefort - - - 10 - - - KCA#359528e24ed68d4de9a0b9fe3eaf656c Nouilles Soba au Daikon - nouille soba daikon - - - 76 - - - KCA#994e951ab3496505cbfa17ff8b93d58a Nouilles à l'Américaine - nouille americaine - - - 12 - - - KCA#cd8854b5687ecf79cfa70c9d820958df Nouilles à la Bolognaise - nouille bolognaise - - - 37 - - - KCA#6bec50047ef541da5beb543a3215cd38 Nouilles à la Florentine - nouille florentine - - - 2 - - - KCA#2a26c7dd611e6bb5029baa2e450dba41 Nouilles Hokkien au Boeuf - nouille hokkien boeuf - - - 62 - - - KCA#2c727e1ee8f9e91197746af8a2ddc966 Nouilles Fraîches Sautées - nouille fraiche sautee - au Poulet et au bok choy - - 285 - - - KCA#1831219ee7bfaf458d94200d3f4d5b33 Nouilles Asiatiques Cuites - nouille asiatique cuite - aromatisées - - 0 - - - CIQ#c4c2190e4bb3c824ce91b7191269365e Nouilles Fraiches à la Crème - nouille fraiche creme - - - 15 - - - KCA#fe95134e5411c06ca6a58c8e84f283fb Nouilles aux Oeufs à la Crème - nouille au oeuf creme - - - 25 - - - KCA#7fae2426417713f93b39b4638eabae9e Nouilles Fraiches à l'Alsacienne - nouille fraiche alsacienne - - - 6 - - - KCA#1873be752c55d84842bc2682d76fc170 Nouilles Sautées/poêlées aux Crevettes - nouille sautees/poelee au crevette - - - 0 - - - CIQ#4bb8105fe26846f459d5178acaa15061 Nouilles Sautées au Tofu et aux Légumes - nouille sautee tofu au legume - - - 207 - - - KCA#4117981ac2a6405fdb16316070747b8d Pâtes ou Nouilles Asiatiques au Blé - pate ou nouille asiatique ble - nature, non salées - - 0 - - - CIQ#9e996a13c01dfee3206e4c4b04e79c10 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'sauté', '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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36 Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0 Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135 Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224 Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69 Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052 Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304 Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32 Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486 Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3 Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1 Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034 Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93 Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80 Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009 ---------------------------------------------------- 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 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 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 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 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/679d2a3666573/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Nouilles au Cury', 'normName': ' nouille cury ', 'comment': '', 'normComment': '', 'rank': 101, 'id': 'KCA#939cc92ab65bbcbb683b43497f39fea3', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['NO2.k363'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NO2-100', 'posiNormName': 0}, {'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.5817298889160156} ---------------------------------------------------------------------------------- LLM CPU Time: 3.5817298889160156