Input path: /home/debian/html/nutritwin/output_llm/67503ee8c68b6/input.json Output path: /home/debian/html/nutritwin/output_llm/67503ee8c68b6/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": "morue", "quantity": "", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "huile d'olive", "quantity": "", "weight": "10", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" }, { "name": "épices", "quantity": "", "weight": "5", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" } ] ``` Note: The weights given are estimated based on the typical serving sizes you might find in a dish and are not exact. ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "morue", "quantity": "", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "huile d'olive", "quantity": "", "weight": "10", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" }, { "name": "épices", "quantity": "", "weight": "5", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" } ] ``` Note: The weights given are estimated based on the typical serving sizes you might find in a dish and are not exact. ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "morue", "quantity": "", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "huile d'olive", "quantity": "", "weight": "10", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" }, { "name": "épices", "quantity": "", "weight": "5", "cooking": "", "brand": "", "company": "", "type": "assaisonnement", "time": "déjeuner", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'morue', 'quantity': '', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'plat principal', 'time': 'déjeuner', 'event': 'declaration'}, {'name': "huile d'olive", 'quantity': '', 'weight': '10', 'cooking': '', 'brand': '', 'company': '', 'type': 'assaisonnement', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'épices', 'quantity': '', 'weight': '5', 'cooking': '', 'brand': '', 'company': '', 'type': 'assaisonnement', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'morue', 'quantity': '', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'plat principal', '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 '% morue %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Morue - morue - salée, sèche - - 0 - - - CIQ#6656d38f36ab7096e4d688f785d0f64b Morue - morue - salée, bouillie/cuite à l'eau - - 0 - - - CIQ#deacf167f12eac97aad5fa16dc400e93 Morue Salée - morue salee - - - 18 - - - KCA#d615a6da2fffb5853949f85e957f08bc Morue Séchée - morue sechee - - - 25 - - - KCA#1bff2c9e0798d97059f3692c0da93c9b Morue Fraîche - morue fraiche - - - 3 - - - KCA#2ea6ff37be542d8a8a78673e7fa0ad4b Morue à la Crème - morue creme - - - 26 - - - KCA#c38f838700dab299b7cc99de04c8cfd5 Morue à la Tomate - morue tomate - - - 40 - - - KCA#7e9761f9ef4c525fb7976e16d52a8b0c Morue au Muscadet - morue muscadet - - - 1 - - - KCA#d19670642956f757181d353234c7119f Morue Salée Pochée - morue salee pochee - - - 8 - - - KCA#ede503e016bc080a43a89442f3603f48 Morue Cuite à la Vapeur - morue cuite vapeur - - - 20 - - - KCA#10e47ca936d0bafc8fb651f6afb25880 Morue à la Marseillaise - morue marseillaise - - - 11 - - - KCA#3f2e1ac3a4329c6ae6e77bcfcf547b5e Morue Frite à la Toulonnaise - morue frite toulonnaise - - - 16 - - - KCA#bd216e7cd84a2d4d1a581f9eb62190e3 Morue Pochée au Court-bouillon - morue pochee court bouillon - - - 3 - - - KCA#87656663b6b91351cbce0a4fa148af61 Foie de Morue - foie de morue - cru - - 0 - - - CIQ#4a0edf5f87766167cf94ec207b05a537 Foie de Morue - foie de morue - égoutté - - 0 - - - CIQ#20bfcdca998c8ef4491d4c71c3796084 Acras de Morue - acra de morue - - - 680 - - - KCA#840e3acfa5a52f348f3be5da4a8a7298 Brandade de Morue - brandade de morue - - - 1113 - - - KCA#398d223981d4a0341ea3f0693be8d545 Cabillaud ou Morue - cabillaud ou morue - - - 1141 - - - KCA#cc22270c7dd32afcaf7171452fb0caef Mini Acras de Morue - mini acra de morue - - - 66 - - - KCA#0dc21c58286a8331255c8899a4e63818 Huile de Foie de Morue - huile de foie de morue - - - 11 - - - CIQ#adb6be7f8e81bc284cb5eaff299eb8d6 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': "huile d'olive", 'quantity': '', 'weight': '10', 'cooking': '', 'brand': '', 'company': '', 'type': 'assaisonnement', '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 '% huile olive %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Huile d'Olive - huile olive - - - 31593 - - - KCA#e3401b8ad72802d4269691213bebe06d Huile d'Olive Vierge Extra - huile olive vierge extra - - - 0 - - - CIQ#0dd5134f977ccd585a472259c8513ae6 Thon à l'Huile d'Olive - thon huile olive - l'huile d'olive - - 0 - - - KCA#d33c1882fa02cd9006589b140511fb8b ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'épices', 'quantity': '', 'weight': '5', 'cooking': '', 'brand': '', 'company': '', 'type': 'assaisonnement', '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 '% epice %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Epice - epice - - - 59 - - - CIQ#79fae7e1470230441489900d12ff9add Quatre Épices - quatre epice - - - 0 - - - CIQ#bec9d468f757dab3be717965211eb6e1 Potatoes ou Wedges ou Quartiers de Pommes de Terre Épicés - potatoe ou wedge ou quartier de pomme de terre epice - surgelées - - 0 - - - CIQ#bc0be66e81568bf1da4b7dca9d7d8bb2 ---------------------------------------------------- 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': 'Morue', 'normName': ' morue ', 'comment': 'salée, sèche', 'normComment': ' salee seche ', 'rank': 0, 'id': 'CIQ#6656d38f36ab7096e4d688f785d0f64b', 'quantity': '', 'quantityLem': '', 'pack': ['PO5.w200'], 'type': 'plat principal', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': "Huile d'Olive", 'normName': ' huile olive ', 'comment': '', 'normComment': '', 'rank': 31593, 'id': 'KCA#e3401b8ad72802d4269691213bebe06d', 'quantity': '', 'quantityLem': '', 'pack': ['CSL', 'CCL'], 'type': 'assaisonnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Epice', 'normName': ' epice ', 'comment': '', 'normComment': '', 'rank': 59, 'id': 'CIQ#79fae7e1470230441489900d12ff9add', 'quantity': '', 'quantityLem': '', 'pack': ['POG.w2'], 'type': 'assaisonnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.479536771774292} ---------------------------------------------------------------------------------- LLM CPU Time: 6.479536771774292