Input path: /home/debian/html/nutritwin/output_llm/679f5c5021584/input.json Output path: /home/debian/html/nutritwin/output_llm/679f5c5021584/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/679f5c5021584/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": "chou", "quantity": "deux feuilles", "type": "food", "event": "declaration" }, { "name": "courgette", "quantity": "trois tranches", "type": "food", "event": "declaration" }, { "name": "poisson", "quantity": "un morceau", "cookingMethod": "pan\u00e9", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "chou", "quantity": "deux feuilles", "type": "food", "event": "declaration" }, { "name": "courgette", "quantity": "trois tranches", "type": "food", "event": "declaration" }, { "name": "poisson", "quantity": "un morceau", "cookingMethod": "pan\u00e9", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "chou", "quantity": "deux feuilles", "type": "food", "event": "declaration" }, { "name": "courgette", "quantity": "trois tranches", "type": "food", "event": "declaration" }, { "name": "poisson", "quantity": "un morceau", "cookingMethod": "pan\u00e9", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'chou', 'quantity': 'deux feuilles', 'type': 'food', 'event': 'declaration'}, {'name': 'courgette', 'quantity': 'trois tranches', 'type': 'food', 'event': 'declaration'}, {'name': 'poisson', 'quantity': 'un morceau', 'cookingMethod': 'pané', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'chou', 'quantity': 'deux 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 '% chou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chou - chou - - - 1970 - - - KCA#03da66f29a5aea409ea105a6a4386e78 Chou Rave - chou rave - - - 103 - - - KCA#75430346e5e968fabfee5d67cd45cddb Chou Vert - chou vert - bouilli/cuit à l'eau - - 0 - - - CIQ#8aee06bbcaa6a4df75270badb4dda101 Chou Farci - chou farci - - - 176 - - - CIQ#abf6ea40870be038443e4d6e9f1579f2 Chou-navet - chou navet - - - 64 - - - KCA#b7c36ac90370feadcfbd39a7e373fa30 Chou-fleur - chou fleur - - - 9 - - - CIQ#88e63d79d60e39c330f0ed53344f66df Chou Rouge - chou rouge - cru - - 0 - - - CIQ#ce997e323d5ff578499c2a6c7dae7041 Chou-fleur - chou fleur - cru - - 0 - - - CIQ#19db0aff6123dbd60d541a92ea6ed583 Chou Blanc - chou blanc - cru - - 0 - - - CIQ#d9c52e561752756179a39fb42d93a88e Chou-fleur - chou fleur - surgelé - - 0 - - - CIQ#eeb4f4cff202d35512b4ad669dc416b8 Chou-fleur - chou fleur - à la vapeur - - 0 - - - CIQ#7634cc585b207ea9d9b22baccd3221f5 Chou Rouge - chou rouge - à l'étouffée - - 0 - - - CIQ#3971b01366ea0eac5342494f93ac6cff Chou Blanc - chou blanc - bouilli/cuit à l'eau - - 0 - - - CIQ#18cc6fcd0bdc80e229a2e4bf85b02d13 Chou Blanc Cru - chou blanc cru - - - 865 - - - KCA#f191ec6d51484077b8a9da9bc8deac5f Chou Fleur Cru - chou fleur cru - - - 496 - - - KCA#aee6ffb971891d375f4736d506118592 Chou au Boudin - chou boudin - - - 5 - - - KCA#1fc8092fa8e9a951e3f910ce899893ba Chou Fleur Cuit - chou fleur cuit - - - 3659 - - - KCA#a330e8679991465541c78ff87eafccc1 Chou à l'Étouffée - chou etouffee - - - 44 - - - KCA#ab2acd95784534da9633ad06f0a8d968 Chou de Bruxelles - chou de bruxelle - bouilli/cuit à l'eau - - 0 - - - CIQ#8a8fc9eb2754ec56d027c7f6182d024f Choux de Bruxelles - chou de bruxelle - - - 1678 - - - KCA#b368d7efbce60f6fa04fd92735c6145a ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'courgette', 'quantity': 'trois tranches', '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 '% courgette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Courgette - courgette - pulpe et peau - - 6197 - - - CIQ#8f15e99f917acaea5e5d4d09c1ac70fd Courgette - courgette - pulpe et peau, crue - - 10037 - - - CIQ#293f06655b9594a266b55f179a16bd56 Courgette - courgette - pulpe et peau, rôtie/cuite au four - - 0 - - - CIQ#2a09434ec4c982719db3b87fb986b92a Courgettes Frites - courgette frite - - - 207 - - - KCA#959d0fa787188921ad4497a575b243ab Courgettes Farcies - courgette farcie - - - 862 - - - KCA#77e254b2cd7edd2930ea260315eff594 Courgettes Mousseline - courgette mousseline - - - 168 - - - KCA#25d0446a01b3d8dd52d503827adba452 Courgettes à l'Orientale - courgette orientale - - - 26 - - - KCA#67d86f19e38566e0d5b257f32b627f4d Courgettes Façon Actifry - courgette facon actifry - - - 15 - - - KCA#10c8891e84e0c283919c921e9acde855 Courgettes Farcies au Maigre - courgette farcie maigre - - - 42 - - - KCA#c6d1d8514e1d9b2ea736c6751ba2e452 Flan de Courgette - flan de courgette - - - 890 - - - KCA#9809af1c34ea8cd82f667ff2d233bf58 Pâtes aux Courgettes et à la Ricotta - pate au courgette ricotta - - - 86 - - - KCA#b083d2bc60b9e47b8d1416c1969b5f6d Purée de Courgettes Pomme de Terre - puree de courgette pomme de terre - - - 96 - - - KCA#33431af664194d56f5845a8d1fa010a9 Gratin de Courgettes à la Bolognaise - gratin de courgette bolognaise - - - 99 - - - KCA#3a9a287b43639c40798a6e25743e7505 Beignets de Courgettes - beignet de courgette - - - 147 - - - KCA#d826bc4b23eebc71f3a93e4321e1632f Omelette aux Courgettes - omelette au courgette - - - 125 - - - KCA#4b746e9c0feef9bca3c7252301d6c95d Lentilles Brunes à la Courgette et au Chorizo - lentille brune courgette chorizo - - - 6 - - - KCA#488b3d0b5e6b068cb458940010656fd5 ---------------------------------------------------- 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': 'poisson', 'quantity': 'un morceau', 'cookingMethod': 'pané', '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 '% poisson %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poisson - poisson - croquette ou beignet ou nuggets, frit - - 0 - - - CIQ#56289197f63196d0a08c8b3ba3d2edf1 Poisson Cuit - poisson cuit - - - 0 - - - CIQ#1c26cf11050371a799127e00cb360436 Poisson Pané - poisson pane - frit - - 0 - - - CIQ#b836c4eb861c9913014e98212145dada Poisson Pané - poisson pane - surgelé, cru - - 0 - - - CIQ#b5799c50e9099da1375c869e95b889fd Poissons Gras - poisson gra - - - 156 - - - KCA#3e6cf1b20de9f9cf9555ca6754a7d73d Poisson Blanc - poisson blanc - aliment moyen - - 0 - - - CIQ#94e281ad38d3a5b0c0b3a5316fe33e1d Poisson Blanc - poisson blanc - de mer,aliment moyen - - 0 - - - CIQ#8b9f3b88fbfc503efd1322ec33e4bd87 Poissons Panés - poisson pane - - - 3684 - - - KCA#5127449b4cfb48c96b59ada84cad9a5a Poissons Fumés - poisson fume - - - 89 - - - KCA#4ed18fcb3484c0cca4de57e7a87693de Poissons Séchés - poisson seche - - - 16 - - - KCA#cac43f13c188955825604b36e853c715 Poissons Maigres - poisson maigre - - - 1335 - - - KCA#78618c7941284c1a3fe85da4008a1258 Poisson en Sauce - poisson en sauce - - - 859 - - - KCA#c713d406dbf89956e6fa7d2845133523 Poisson en Sauce - poisson en sauce - surgelé - - 0 - - - CIQ#943d2039aa37ae07e3c1febb32c2bc24 Poissons Demi-gras - poisson demi gra - - - 155 - - - KCA#1b068993333028add72c882b6de83920 Poissons à l'Huile - poisson huile - - - 71 - - - KCA#539d76d18e0cf93561f376e62573451c Poisson Sauce Oseille - poisson sauce oseille - - - 93 - - - KCA#aa876384995dcab3ff5f07a2d998ee89 Poisson à la Bordelaise - poisson bordelaise - - - 192 - - - KCA#02d9776983b412dcd083639ef3816ee3 Poisson, Croquette, Frit - poisson croquette frit - - - 98 - - - KCA#784a6ce3bfaf57715ccc739944dc01bb Poisson Frit en Croquette - poisson frit en croquette - - - 139 - - - KCA#e908f8f80e571eef58528cabaa6911f2 Poisson Avec Tagliatelles - poisson avec tagliatelle - - - 57 - - - KCA#5a594aea18f86f991faa882847768e74 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/679f5c5021584/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Chou', 'normName': ' chou ', 'comment': '', 'normComment': '', 'rank': 1970, 'id': 'KCA#03da66f29a5aea409ea105a6a4386e78', 'quantity': 'deux feuilles', 'quantityLem': '2 feuille', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Courgette', 'normName': ' courgette ', 'comment': 'pulpe et peau', 'normComment': ' pulpe peau ', 'rank': 6197, 'id': 'CIQ#8f15e99f917acaea5e5d4d09c1ac70fd', 'quantity': 'trois tranches', 'quantityLem': '3 tranche', 'pack': ['CO3.w300'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Poisson', 'normName': ' poisson ', 'comment': 'croquette ou beignet ou nuggets, frit', 'normComment': ' croquette ou beignet ou nugget frit ', 'rank': 0, 'id': 'CIQ#56289197f63196d0a08c8b3ba3d2edf1', 'quantity': 'un morceau', 'quantityLem': '1 morceau', 'pack': ['POI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.039185285568237} ---------------------------------------------------------------------------------- LLM CPU Time: 4.039185285568237