Input path: /home/debian/html/nutritwin/output_llm/6728b0e4f23cb/input.json Output path: /home/debian/html/nutritwin/output_llm/6728b0e4f23cb/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": "salade verte", "quantity": "portion", "weight": "", "cooking": "", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "betterave", "quantity": "portion", "weight": "", "cooking": "cuite", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "carotte", "quantity": "portion", "weight": "", "cooking": "crue", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "œuf", "quantity": "demi", "weight": "environ 30g", "cooking": "dur", "brand": "", "company": "", "type": "protéine", "time": "déjeuner", "event": "declaration"}, {"name": "lardons", "quantity": "portion", "weight": "", "cooking": "cuits", "brand": "", "company": "", "type": "viande", "time": "déjeuner", "event": "declaration"} ] ``` Veuillez noter ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ {"name": "salade verte", "quantity": "portion", "weight": "", "cooking": "", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "betterave", "quantity": "portion", "weight": "", "cooking": "cuite", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "carotte", "quantity": "portion", "weight": "", "cooking": "crue", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "œuf", "quantity": "demi", "weight": "environ 30g", "cooking": "dur", "brand": "", "company": "", "type": "protéine", "time": "déjeuner", "event": "declaration"}, {"name": "lardons", "quantity": "portion", "weight": "", "cooking": "cuits", "brand": "", "company": "", "type": "viande", "time": "déjeuner", "event": "declaration"} ] ``` Veuillez noter ------------------------------------------------------ ------------------------ After simplification ------------------------ [ {"name": "salade verte", "quantity": "portion", "weight": "", "cooking": "", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "betterave", "quantity": "portion", "weight": "", "cooking": "cuite", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "carotte", "quantity": "portion", "weight": "", "cooking": "crue", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration"}, {"name": "œuf", "quantity": "demi", "weight": "environ 30g", "cooking": "dur", "brand": "", "company": "", "type": "protéine", "time": "déjeuner", "event": "declaration"}, {"name": "lardons", "quantity": "portion", "weight": "", "cooking": "cuits", "brand": "", "company": "", "type": "viande", "time": "déjeuner", "event": "declaration"}] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'salade verte', 'quantity': 'portion', 'weight': '', 'cooking': '', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'betterave', 'quantity': 'portion', 'weight': '', 'cooking': 'cuite', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'carotte', 'quantity': 'portion', 'weight': '', 'cooking': 'crue', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'œuf', 'quantity': 'demi', 'weight': 'environ 30g', 'cooking': 'dur', 'brand': '', 'company': '', 'type': 'protéine', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'lardons', 'quantity': 'portion', 'weight': '', 'cooking': 'cuits', 'brand': '', 'company': '', 'type': 'viande', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'salade verte', 'quantity': 'portion', 'weight': '', 'cooking': '', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 '% salade verte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Salade Verte - salade verte - avec vinaigrette - - 61586 - - - KCA#4ab5b82c387924b3ce222cda9fdf1f3e Salade Verte - salade verte - sans vinaigrette - - 15302 - - - KCA#ffaecdf2b67b1ae9d2055afa2173c027 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'betterave', 'quantity': 'portion', 'weight': '', 'cooking': 'cuite', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 '% betterave %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Betterave Rouge - betterave rouge - - - 8160 - - - CIQ#19e3af05ec2db8b4603c4be2bc446a39 Betterave Ménagère - betterave menagere - - - 196 - - - KCA#cf59645b55ec29f3def37e35399eb3d0 Jus de Betterave, Carotte et Epinard - ju de betterave carotte epinard - - - 190 - - - KCA#bc44fc6902bae2f6850e3afe6f063d2d Salade Betteraves et Agneau au Miel - salade betterave agneau miel - - - 24 - - - KCA#2166cb4870932bad02161df026c04633 Salade Betterave, Fenouil et Saumon au Carvi - salade betterave fenouil saumon carvi - - - 31 - - - KCA#7c82baca18b6e6cbeeeec05c39082e8f Salade de Betterave, Haricots, Feta et Menthe - salade de betterave haricot feta menthe - - - 106 - - - KCA#f31a5e8ed43442368982779c1513d16f Risotto aux Betteraves - risotto au betterave - et à la roquette - - 9 - - - KCA#dfb88f6aa624f0c1011b6e69bfa34b69 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'carotte', 'quantity': 'portion', 'weight': '', 'cooking': 'crue', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 '% carotte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Carotte - carotte - - - 0 - - - CIQ#c25a5ac9d76a886e8d048234775511cc Carotte - carotte - crue - - 1 - - - CIQ#a7874f4f33fb2dbc15824a2e825563a1 Carotte - carotte - purée - - 0 - - - CIQ#9c5ebd1506b8bd79c185157a907e5bdb Carotte - carotte - surgelée - - 45 - - - CIQ#e3009eb73fdd922e2253b10af6bfa6d9 Carotte - carotte - égouttée - - 0 - - - CIQ#949bbc6db954a7c778a54ae6468f63c7 Carotte - carotte - à la vapeur - - 0 - - - CIQ#1de710714c0199745f6629010e1f4b1b Carotte - carotte - purée cuisinée à la crème - - 0 - - - CIQ#32559c9674d3bad3a4340c9eae6501ad Carotte - carotte - bouillie/cuite à l'eau, fondante - - 0 - - - CIQ#82c4ed5b7b54f49bfca9f849a0c03b48 Carotte - carotte - bouillie/cuite à l'eau, croquante - - 0 - - - CIQ#5cd51d236a0a8e7c95564dd5f01f45d9 Carotte (jus) - carotte - - - 12544 - - - KCA#c25a5ac9d76a886e8d048234775511cc Carottes Vichy - carotte vichy - - - 2919 - - - KCA#c3d70e0599b5f9ed8f8c5855114d2920 Carottes Rapées - carotte rapee - - - 11844 - - - KCA#5bab4982631307ce183c664c08e55546 Carottes Rapées - carotte rapee - à l'Orange - - 32 - - - KCA#73ce70cd5efc3dc60888616fadfd35af Carottes Surgelées - carotte surgelee - - - 0 - - - KCA#13cc5a1b7bf3fb616eae70ea61518915 Carottes à l'Étuvée - carotte etuvee - - - 1807 - - - KCA#49cbbe74a431d4e41b8704d1fe93ec8e Carottes Râpées Nature - carotte rapee nature - - - 1074 - - - KCA#08362e84e9b96863e50aef4a65b95bf4 Carottes à la Fermière - carotte fermiere - - - 180 - - - KCA#84ed7da5773a27fe3972f5bfb0dbc423 Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7 Soupe à la Carotte - soupe carotte - - - 4 - - - CIQ#caea7c027f921522fe3dfa8ae19f528d Flan aux Carottes - flan au carotte - - - 195 - - - KCA#aa67df5d93c0fe5f69f4a1cbc7b479be ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'œuf', 'quantity': 'demi', 'weight': 'environ 30g', 'cooking': 'dur', 'brand': '', 'company': '', 'type': 'protéine', 'time': 'déjeuner', '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 '% oeuf %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Oeuf - oeuf - cru - - 177 - - - CIQ#89c78a1c04879b2ae973694f50092c79 Oeuf - oeuf - dur - - 0 - - - CIQ#fda269f79263c80adf5b9b2c3c29c1d7 Oeuf - oeuf - poché - - 0 - - - CIQ#8d04a52d9c575bdba000c6f1cf343ab0 Oeuf - oeuf - en poudre - - 0 - - - CIQ#f4b4ef030ae3fcf5bbfea0a792a9ab66 Oeuf - oeuf - à la coque - - 3414 - - - CIQ#37567ba433b1d5278fcb1a7813128c96 Oeuf - oeuf - blanc, blanc d'oeuf - - 0 - - - CIQ#f8541a0a53cfc718c4be702af74b13a6 Oeuf - oeuf - jaune, jaune d'oeuf - - 0 - - - CIQ#caff0c1a1a02e4d086dd987b784e898a Oeuf - oeuf - au plat, frit, salé - - 0 - - - CIQ#f9852838d9a21ae4940ea5102b58e8d1 Oeuf - oeuf - blanc, blanc d'oeuf, cru - - 0 - - - CIQ#91658f86dcc6220b09b2ffc7d5e4d309 Oeuf - oeuf - jaune, jaune d'oeuf, cru - - 0 - - - CIQ#cab44469339c33f14bf4c536019e8f57 Oeuf - oeuf - au plat, sans matière grasse - - 0 - - - CIQ#36e518c64c0e0c5a908f4674e1587a9c Oeuf - oeuf - brouillé, avec matière grasse - - 0 - - - CIQ#89ffd23269a5b9a6910f6a7bb1a17945 Oeuf - oeuf - blanc, blanc d'oeuf, en poudre - - 0 - - - CIQ#6dc23efe8a247a89ac865e3539278bb1 Oeuf - oeuf - jaune, jaune d'oeuf, en poudre - - 0 - - - CIQ#20ab10b969e15e835fce7d54c1815eeb Oeuf Dur - oeuf dur - - - 34213 - - - KCA#0c9196f2d28e211ac0aeb81d4c9361a9 Oeuf Poché - oeuf poche - - - 645 - - - KCA#1759edc574d011bf3a8af743ed941e6e Oeuf d'Oie - oeuf oie - cru - - 0 - - - CIQ#d5a0273c1cb314a819952b4272379b24 Oeuf Miroir - oeuf miroir - - - 11945 - - - KCA#5cf9cdac852c9777e406442fcfd51315 Oeufs Panés - oeuf pane - - - 15 - - - KCA#476eea019750878ec03fbc60bcfa9020 Oeufs Frits - oeuf frit - aux Tomates Provençales - - 13 - - - KCA#1939ad70c8a272d6285ac0509778f087 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'lardons', 'quantity': 'portion', 'weight': '', 'cooking': 'cuits', 'brand': '', 'company': '', 'type': 'viande', 'time': 'déjeuner', '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 '% lardon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Lardon Fumé - lardon fume - - - 27 - - - CIQ#488435eb56e2566d01ee32965be54aa0 Lardon Fumé - lardon fume - cru - - 90 - - - CIQ#5a50dd050185cfc51ff408607f13d692 Lardon Nature - lardon nature - - - 0 - - - CIQ#b5bd9ee84e702c3950f798216effa991 Lardon Nature - lardon nature - cru - - 146 - - - CIQ#259853d8e70300bc6b1eea02b216c975 Lardons 25% Sel - lardon 25% sel - - - 34 - - - KCA#15b35ee6f61a9cfa7244c172e14a62db Pizza aux Lardons - pizza au lardon - oignons et fromage - - 0 - - - CIQ#2ff2fb0af20f513208206f7883b4b537 Omelette aux Lardons - omelette au lardon - - - 607 - - - CIQ#91e89f2662faf022d17d0a50fd266c22 Haricots Verts Lardons - haricot vert lardon - - - 100 - - - KCA#6874f69a8ead359116ae7a390050180e Pizza au Chèvre et Lardons - pizza chevre lardon - - - 39 - - - CIQ#ddb5e916c47938a27d061776967f9b9d Salade Chaude au Chou Rouge et aux Lardons - salade chaude chou rouge au lardon - - - 29 - - - KCA#325dfeb5ff8f83b2e8217c45164b8046 Flammenkueche ou Tarte Flambée aux Lardons - flammenkueche ou tarte flambee au lardon - - - 0 - - - CIQ#18ad352c306f2ccb62d0fffd37f882ae ---------------------------------------------------- ERROR: no solution for picto in the first solution 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': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['SAL.w170'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Betterave Rouge', 'normName': ' betterave rouge ', 'comment': '', 'normComment': '', 'rank': 8160, 'id': 'CIQ#19e3af05ec2db8b4603c4be2bc446a39', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['LEG.w150'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'LEG-10', 'posiNormName': 0}, {'name': 'Carotte', 'normName': ' carotte ', 'comment': 'purée', 'normComment': ' puree ', 'rank': 0, 'id': 'CIQ#9c5ebd1506b8bd79c185157a907e5bdb', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['LEG.w150'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'LEG-10', 'posiNormName': 0}, {'name': 'Oeuf', 'normName': ' oeuf ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 177, 'id': 'CIQ#89c78a1c04879b2ae973694f50092c79', 'quantity': 'demi', 'quantityLem': '1/2', 'pack': ['OEU.w60'], 'type': 'protéine', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'OEU-50', 'posiNormName': 0}, {'name': 'Lardon Fumé', 'normName': ' lardon fume ', 'comment': '', 'normComment': '', 'rank': 27, 'id': 'CIQ#488435eb56e2566d01ee32965be54aa0', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['PIG.w200'], 'type': 'viande', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.974683046340942} ---------------------------------------------------------------------------------- LLM CPU Time: 6.974683046340942