Input path: /home/debian/html/nutritwin/output_llm/679b6a00bfb43/input.json Output path: /home/debian/html/nutritwin/output_llm/679b6a00bfb43/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/679b6a00bfb43/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": "glace", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "chocolat", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "vanille", "quantity": "une boule", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "glace", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "chocolat", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "vanille", "quantity": "une boule", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "glace", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "chocolat", "quantity": "une boule", "type": "food", "event": "declaration" }, { "name": "vanille", "quantity": "une boule", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'glace', 'quantity': 'une boule', 'type': 'food', 'event': 'declaration'}, {'name': 'chocolat', 'quantity': 'une boule', 'type': 'food', 'event': 'declaration'}, {'name': 'vanille', 'quantity': 'une boule', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'glace', 'quantity': 'une boule', '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 '% glace %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Glace au Café - glace cafe - - - 1234 - - - KCA#d298e466ef0cbdfde8747499100315bc Glace au Yaourt - glace yaourt - - - 513 - - - KCA#28ebbad8913838795f50531162c9f854 Glace au Citron - glace citron - - - 316 - - - KCA#b7a45aa5b910fdc73bd8f26b33e58bae Glace aux Fruits - glace au fruit - - - 517 - - - KCA#da02486f0e669cefd4337ce22ca59860 Glace à la Fraise - glace fraise - - - 343 - - - KCA#9aa783cbd5442c9a3a7dbac2061e61b1 Glace à la Menthe - glace menthe - - - 201 - - - KCA#47e19283836567507953f57932ebfa63 Glace à la Vanille - glace vanille - - - 4374 - - - KCA#08c5a6034c4e57f1436efb6ff52c3c17 Glace au Pamplemousse - glace pamplemousse - - - 15 - - - KCA#ce641275780c9de6b5bad7b9b834534b Glace des Bénédictins - glace de benedictin - - - 8 - - - KCA#029b0ef14b37ac9e430c6dab54685fc4 Glace ou Crème Glacée - glace ou creme glacee - bâtonnet, enrobé de chocolat - - 0 - - - CIQ#895df8d3a3a88c1501a56e8b8d8abbe6 Glace Vanille et Maltesers - glace vanille malteser - - - 36 - - - KCA#005a21aef0c03c541f64b64026e48292 Glace Sur Bâtonnet, Enrobée de Chocolat - glace sur batonnet enrobee de chocolat - - - 59 - - - KCA#b8297664047dda6501c48278aac11b76 Mars Glacé - mar glace - - - 832 - - - KCA#afd7b1c7f03ee9167815e60bb12cec5d Navets Glacés - navet glace - - - 62 - - - KCA#0c3a0c56b3ba11a12031a4cb39608984 Marron Glacé - marron glace - - - 452 - - - CIQ#517b2246a4339708a2edea581823a6e6 Nougat Glacé - nougat glace - - - 0 - - - CIQ#b2645f38dfc441835675f8e230a42550 Oignons Glacés - oignon glace - - - 65 - - - KCA#2b3f52a8738bf794986d4ef46123f00f Marrons Glacés - marron glace - - - 0 - - - KCA#517b2246a4339708a2edea581823a6e6 Yaourt Glacé aux Fruits de la Passion - yaourt glace au fruit de passion - la passion - - 0 - - - KCA#65a74ac4f382f3753032cd17946f22fd Dessert Glacé - dessert glace - type sundae - - 0 - - - CIQ#d756d8aaeedc53fde611bdfa96b1058b ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'chocolat', 'quantity': 'une boule', '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 '% chocolat %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chocolat - chocolat - en tablette, aliment moyen - - 0 - - - CIQ#ce78d6e2da46a5b975cfe742e849374c Chocolat au Lait - chocolat lait - - - 17100 - - - KCA#7a8849f6f600e38254b01cd2dcb2e2eb Chocolat à l'Eau - chocolat eau - - - 853 - - - KCA#31815811896ede162223a8bb59e9dc11 Chocolat au Lait - chocolat lait - tablette - - 0 - - - CIQ#0c766e8e90e26098e79738866cacd819 Chocolat au Lait - chocolat lait - aux Céréales croustillantes - - 2056 - - - KCA#f5d4edabe0f965da0f72bcc4c5dfb4c2 Chocolat Liégeois - chocolat liegeoi - - - 116 - - - KCA#3a4aab213a2571bd6870873db5260b98 Chocolat en Poudre - chocolat en poudre - - - 624 - - - KCA#cff72918732e66361d144848bd6d76cd Chocolat en Poudre - chocolat en poudre - et lait demi écrémé - - 9752 - - - KCA#04fe986b8c7c6d36b63cbd16492b7712 Chocolat Noir à Croquer - chocolat noir croquer - - - 18834 - - - KCA#9b500c08695e76b67b18e2fa08773333 Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao - - 7359 - - - KCA#0268c0bb7380b1456496d668269e3ff4 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao sans sucre ajouté - - 1221 - - - KCA#34b04a8e141eece15dc24eb779ae71ef Chocolat Noir aux Fruits Secs - chocolat noir au fruit sec - noisettes, amandes, raisins, praline, tablette - - 0 - - - CIQ#2ebd03c0dd9aab3bfb07ac8958b5239c Chocolat Noir à 70% Cacao Minimum - chocolat noir 70% cacao minimum - extra, dégustation, tablette - - 0 - - - CIQ#fece0a5a54ed327de64a617f20b78b6c Chocolat Noir sans Sucres Ajoutés - chocolat noir san sucre ajoute - avec édulcorants, en tablette - - 0 - - - CIQ#3cece312c84cb7ddd4bcc80edf31a153 Chocolat au Lait sans Sucres Ajoutés - chocolat lait san sucre ajoute - avec édulcorants, tablette - - 0 - - - CIQ#09bc5fef8a8b1113265bb2a0ddc95b2f Pain au Chocolat - pain chocolat - - - 8865 - - - CIQ#aa621dd97d922a7b28ca0ee09aed7449 Pain au Chocolat Feuilleté - pain chocolat feuillete - artisanal - - 0 - - - CIQ#bd38d8f7658a11f0a504009aaaa44ead Crème au Chocolat - creme chocolat - - - 210 - - - KCA#bcc59e88e7d8f6babecc21c8b7e622aa Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'vanille', 'quantity': 'une boule', '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 '% vanille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Vanille - vanille - extrait aqueux - - 0 - - - CIQ#f6b2213d2b9b62863531299c1856b556 Vanille - vanille - extrait alcoolique - - 0 - - - CIQ#86785c8e2dde560b40ec089d97c5878b Glace à la Vanille - glace vanille - - - 4374 - - - KCA#08c5a6034c4e57f1436efb6ff52c3c17 Glace Vanille et Maltesers - glace vanille malteser - - - 36 - - - KCA#005a21aef0c03c541f64b64026e48292 Vienetta Vanille - vienetta vanille - vienetta vanille - - 0 - - - KCA#4373dd4063698d9caf2b43b6de672b4c Galette au Son Vanille - galette son vanille - - - 72 - - - KCA#04a41044dcf2269e5fce2b208c500114 Crème Glacée Vanille - creme glacee vanille - - - 258 - - - KCA#f7b537932653bc0d751d986179cb8766 Boisson au Soja Vanille - boisson soja vanille - - - 23 - - - KCA#f35a8df099841db9e7771984c8d65489 Crème Glacée à la Vanille - creme glacee vanille - - - 0 - - - KCA#f7b537932653bc0d751d986179cb8766 Crème Dessert à la Vanille - creme dessert vanille - - - 46 - - - CIQ#5c1ce39fd405df20be77bb629d21e9d9 Lait de Poule à la Vanille - lait de poule vanille - - - 6 - - - KCA#25b76c73d26daa4f9fb65851f99ef578 Crème Dessert à la Vanille - creme dessert vanille - - - 0 - - - CIQ#5c1ce39fd405df20be77bb629d21e9d9 Vacherin Glacé à Vanille et à la Framboise - vacherin glace vanille framboise - la framboise - - 0 - - - KCA#dca9781f34613ffbf5996dbe704cc080 Gaufrettes Fourrées à la Vanille - gaufrette fourree vanille - - - 131 - - - KCA#f6fffae331e60fa23035c269667860d0 Dessert Fermenté au Soja Vanille - dessert fermente soja vanille - - - 9 - - - KCA#69270de5930b0e4141619169d16c2b93 Profiterole Avec Glace Vanille et Sauce Chocolat - profiterole avec glace vanille sauce chocolat - - - 198 - - - CIQ#92ac646932450fbce3604e2ecc2747cf Profiterole Avec Glace Vanille et Sauce Chocolat - profiterole avec glace vanille sauce chocolat - - - 0 - - - KCA#92ac646932450fbce3604e2ecc2747cf Gaufrette Fourrée, Chocolat, Vanille ou Noisette - gaufrette fourree chocolat vanille ou noisette - - - 159 - - - KCA#75baba95a2a821d1233cfdd709037734 Goûter Sec Fourré Parfum Lait ou Vanille - gouter sec fourre parfum lait ou vanille - - - 8 - - - KCA#9a73b6ba0091a04bd64294d4d6403733 ---------------------------------------------------- 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/679b6a00bfb43/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Glace au Café', 'normName': ' glace cafe ', 'comment': '', 'normComment': '', 'rank': 1234, 'id': 'KCA#d298e466ef0cbdfde8747499100315bc', 'quantity': 'une boule', 'quantityLem': '1 boule', 'pack': ['GLA.w50', 'NOI.w30', 'AA2.w50'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'GLA-100', 'posiNormName': 0}, {'name': 'Chocolat', 'normName': ' chocolat ', 'comment': 'en tablette, aliment moyen', 'normComment': ' en tablette aliment moyen ', 'rank': 0, 'id': 'CIQ#ce78d6e2da46a5b975cfe742e849374c', 'quantity': 'une boule', 'quantityLem': '1 boule', 'pack': ['CHO.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Vanille', 'normName': ' vanille ', 'comment': 'extrait aqueux', 'normComment': ' extrait aqueu ', 'rank': 0, 'id': 'CIQ#f6b2213d2b9b62863531299c1856b556', 'quantity': 'une boule', 'quantityLem': '1 boule', 'pack': ['CCL.w4'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.530344724655151} ---------------------------------------------------------------------------------- LLM CPU Time: 4.530344724655151