Input path: /home/debian/html/nutritwin/output_llm/67503c49ee194/input.json Output path: /home/debian/html/nutritwin/output_llm/67503c49ee194/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: ================================================================================================================================== ########################################### # For image extraction, GPT4 is used # ########################################### ==================================== Prompt ============================================= In the image, identify all the foods and the beverages. For each of them, identify the "name", the "type", the "quantity", if it exists, the "brand" and the "cooking" mode. "Portions", like "tranche", are quantities. Ignore what it is not connected to nutrition, beverage or food. When the "brand" is not specified and the product is very well-known (like "Coca-Cola"), provide the brand name in "brand", otherwise set "brand" to "". Identify what "type" of food. Identify the "company" to which the "brand" belongs. Estimate the "weight" in grams or centiliters for each result. Identify the time is the current time, map it on the closest case: "petit-déjeuner", "déjeuner", "grignotage" or "dîner". When the "name" has synonyms, use the most common name, example: "yaourt" is more common than "yogourt". Format the result for each ingredient of food & beverage in french in JSON in an array of tuples {"name":, "quantity":, "weight":, "cooking":, "brand":, "company":, "type":, "time":, "event": "declaration"}. ========================================================================================= Image recognition.... ------------------------------ LLM Raw response ----------------------------- ```json [ {"name": "banane", "quantity": "", "weight": 80, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "kiwi", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "pomme", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "baie de goji", "quantity": "poignée", "weight": 10, "cooking": "cru", "brand": "", "company": "", "type": "fruit séché", "time": "grignotage", "event": "declaration"}, {"name": "noix de coco", "quantity": "", "weight": 20, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"} ] ``` Notez que ces poids sont ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ {"name": "banane", "quantity": "", "weight": 80, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "kiwi", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "pomme", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "baie de goji", "quantity": "poignée", "weight": 10, "cooking": "cru", "brand": "", "company": "", "type": "fruit séché", "time": "grignotage", "event": "declaration"}, {"name": "noix de coco", "quantity": "", "weight": 20, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"} ] ``` Notez que ces poids sont ------------------------------------------------------ ------------------------ After simplification ------------------------ [ {"name": "banane", "quantity": "", "weight": 80, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "kiwi", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "pomme", "quantity": "", "weight": 30, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}, {"name": "baie de goji", "quantity": "poignée", "weight": 10, "cooking": "cru", "brand": "", "company": "", "type": "fruit séché", "time": "grignotage", "event": "declaration"}, {"name": "noix de coco", "quantity": "", "weight": 20, "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "grignotage", "event": "declaration"}] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'banane', 'quantity': '', 'weight': 80, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'kiwi', 'quantity': '', 'weight': 30, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'pomme', 'quantity': '', 'weight': 30, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'baie de goji', 'quantity': 'poignée', 'weight': 10, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit séché', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'noix de coco', 'quantity': '', 'weight': 20, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'banane', 'quantity': '', 'weight': 80, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', '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 '% banane %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Banane - banane - pulpe, crue - - 57967 - - - CIQ#6066b5bb884711efc0e44c9446b96aa3 Banane Sèche - banane seche - - - 346 - - - KCA#2e3e40d3b1ae9f793251e9948142d784 Bananes en Robe - banane en robe - - - 14 - - - KCA#b274666ef64f762c58695191d4286b85 Banane Plantain - banane plantain - - - 2 - - - CIQ#1055a76a23712202f3c842fba09fa691 Bananes Barbecue - banane barbecue - - - 33 - - - KCA#1d31fb8efe54f0bc7765a60cc9f8c324 Bananes au Jambon - banane jambon - - - 4 - - - KCA#e21d980b838ba89f4e9ba1d85f593c95 Smoothie Banane et Lait de Soja - smoothie banane lait de soja - de soja - - 0 - - - KCA#dc0b16a02e5290892f9adee7419ec0e7 Crème Glacée Banane, Pomme et Noix de Macadamia - creme glacee banane pomme noix de macadamia - - - 34 - - - KCA#3233d39965b7baa31d10a301ac541ffa Bruschette à la Fraise, à la Banane et à la Ricotta - bruschette fraise banane ricotta - - - 2 - - - KCA#fd9db147f698ab1c84b0905704258a5f ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'kiwi', 'quantity': '', 'weight': 30, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', '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 '% kiwi %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Kiwi - kiwi - pulpe et graines, cru - - 26071 - - - CIQ#7e3ffca8aa492642e36c6e7ca82ba913 Jus de Kiwi et Raisin Blanc - ju de kiwi raisin blanc - - - 83 - - - KCA#9afe1c1fee0f95f35bb04712f31fb9e8 Salade de Kiwis et Litchis - salade de kiwi litchi - - - 7 - - - KCA#b966113eb8559af7b2dc1b93e6101047 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'pomme', 'quantity': '', 'weight': 30, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', '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 '% pomme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pomme - pomme - - - 68414 - - - KCA#c9d2ddea97e4a615e9073d59a85ef6a8 Pomme Gala - pomme gala - pulpe, crue - - 0 - - - CIQ#e44cf217ae50f34471f78330ee1fd658 Pomme Golden - pomme golden - pulpe, crue - - 0 - - - CIQ#997cb9698418689b25b6a29c68717773 Pomme Golden - pomme golden - pulpe et peau, crue - - 0 - - - CIQ#d87c09a9ac2671aa7877b0168488a284 Pommes Paille - pomme paille - - - 24 - - - KCA#162eb3eba3a245cd58f39afab73c9aad Pommes au Four - pomme four - - - 730 - - - KCA#59860e4d5cf11e3aefa80625666866c5 Pommes de Pain - pomme de pain - - - 0 - - - KCA#0078e5ebc4a45eb9c2c612e634f443e5 Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69 Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095 Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299 Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5 Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2 Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab Pomme Pink Lady - pomme pink lady - pulpe, crue - - 0 - - - CIQ#58334c920409dfe99e388b98139213b4 Pommes Duchesses - pomme duchesse - - - 125 - - - KCA#3f16a3a0f9fcf3a223a3498825d0ccc7 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'baie de goji', 'quantity': 'poignée', 'weight': 10, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit séché', 'time': 'grignotage', '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 '% baie de goji %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) Second 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_NormAggr LIKE '% baie de goji %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Granola - granola - - Jordans - 0 - 5010477355119 - 5010477355119 - OFF#4153cc50c1d00d40624274f895bd2861 Granola Baies de Goji Graines de Courge Cassis - granola baie de goji graine de courge cassi - - Jordans - 0 - 5010477354150 - 5010477354150 - OFF#c05457eb7345dd7b59ec9d044f85a6e5 Chocolat Noir aux Baies de Goji - chocolat noir au baie de goji - - Moulin des Moines - 0 - 3347430004862 - 3347430004862 - OFF#da9f7064135449a65a0fb0354e2dd04a Muesli Croustillant Myrtilles et Baie de Goji - muesli croustillant myrtille baie de goji - - PepsiCo - 0 - 4338595505935 - 4338595505935 - OFF#2c64416e4f2e6a1fb80597a3f4e53720 Salade Céréales Mangue Avocat Baies de Goji Sauce Citronnée - salade cereale mangue avocat baie de goji sauce citronnee - - Picard - 0 - 3270160862177 - 3270160862177 - OFF#42d284788a2f1702822ece957c4fd5b3 Quaker Muesli Croustillant Myrtilles Baies de Goji - quaker muesli croustillant myrtille baie de goji - - PepsiCo - 0 - 3168930009801 - 3168930009801 - OFF#b2481d05b5ab7f86e2efef08836f44f5 Muesli Floconneux Raisins Cranberries Cerises Baies de Goji - muesli floconneu raisin cranberrie cerise baie de goji - - Carrefour - 0 - 3560030410004 - 3560030410004 - OFF#03cc1d5082368298e6c575b41a50a2e7 Muesli Floconneux Raisins Cranberries Cerises Baies de Goji - muesli floconneu raisin cranberrie cerise baie de goji - - Carrefour - 0 - 3560070967667 - 3560030410004 - OFF#0f945db7c0871fc6b3c5380a4b74c016 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'noix de coco', 'quantity': '', 'weight': 20, 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'grignotage', '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 de coco %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Noix de Coco Sèche - noix de coco seche - - - 302 - - - KCA#441a30b2d0145dcf42225dbbb3375c83 Noix de Coco Fraîche - noix de coco fraiche - - - 448 - - - KCA#b779756eb6730378afe5a32890565016 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 Boisson à la Noix de Coco - boisson noix de coco - nature - - 0 - - - CIQ#bd0c757af8a0e8887260c8de0645af17 Financiers Noix de Coco Ananas - financier noix de coco anana - - - 257 - - - KCA#4aebfb172b7e19062e54d1ff97c7f71d ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'intents': ['Identify food in an image'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Banane', 'normName': ' banane ', 'comment': 'pulpe, crue', 'normComment': ' pulpe crue ', 'rank': 57967, 'id': 'CIQ#6066b5bb884711efc0e44c9446b96aa3', 'quantity': '', 'quantityLem': '', 'pack': ['BAN.w100'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Kiwi', 'normName': ' kiwi ', 'comment': 'pulpe et graines, cru', 'normComment': ' pulpe graine cru ', 'rank': 26071, 'id': 'CIQ#7e3ffca8aa492642e36c6e7ca82ba913', 'quantity': '', 'quantityLem': '', 'pack': ['KIW.w120'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pomme', 'normName': ' pomme ', 'comment': '', 'normComment': '', 'rank': 68414, 'id': 'KCA#c9d2ddea97e4a615e9073d59a85ef6a8', 'quantity': '', 'quantityLem': '', 'pack': ['POM.w200'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Granola', 'normName': ' granola ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#4153cc50c1d00d40624274f895bd2861', 'quantity': 'poignée', 'quantityLem': 'poigne', 'pack': ['BOL.w50'], 'type': 'fruit séché', 'gtin': '5010477355119', 'gtinRef': '5010477355119', 'brand': 'Jordans', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Noix de Coco Sèche', 'normName': ' noix de coco seche ', 'comment': '', 'normComment': '', 'rank': 302, 'id': 'KCA#441a30b2d0145dcf42225dbbb3375c83', 'quantity': '', 'quantityLem': '', 'pack': ['CCS.w10'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 8.875237464904785} ---------------------------------------------------------------------------------- LLM CPU Time: 8.875237464904785