Input path: /home/debian/html/nutritwin/output_llm/66e8aea4dff61/input.json
Output path: /home/debian/html/nutritwin/output_llm/66e8aea4dff61/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": "saumon grillé",
"quantity": "1 portion",
"weight": "200",
"cooking": "grillé",
"brand": "",
"company": "",
"type": "plat principal",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "frites",
"quantity": "1 portion",
"weight": "150",
"cooking": "frit",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "salade mixte",
"quantity": "1 portion",
"weight": "100",
"cooking": "cru",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "déjeuner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "saumon grillé",
"quantity": "1 portion",
"weight": "200",
"cooking": "grillé",
"brand": "",
"company": "",
"type": "plat principal",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "frites",
"quantity": "1 portion",
"weight": "150",
"cooking": "frit",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "salade mixte",
"quantity": "1 portion",
"weight": "100",
"cooking": "cru",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "déjeuner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "saumon grillé", "quantity": "1 portion", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "frites", "quantity": "1 portion", "weight": "150", "cooking": "frit", "brand": "", "company": "", "type": "accompagnement", "time": "déjeuner", "event": "declaration" }, { "name": "salade mixte", "quantity": "1 portion", "weight": "100", "cooking": "cru", "brand": "", "company": "", "type": "accompagnement", "time": "déjeuner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'saumon grillé', 'quantity': '1 portion', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'plat principal', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'frites', 'quantity': '1 portion', 'weight': '150', 'cooking': 'frit', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'salade mixte', 'quantity': '1 portion', 'weight': '100', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'saumon grillé', 'quantity': '1 portion', '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 '% saumon grille %' 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 '% saumon grille %' AND V_NormTrademark LIKE '%%'
------------- Found solution (max 20) --------------
Saumon Grillé et Purée de Pommes de Terre aux Épinards - saumon grille puree de pomme de terre au epinard - - Auchan - 0 - 3596710342426 - 3596710342426 - OFF#fb04bdd3795f47f7ffc075402850f652
Pavé de Saumon Grillé - pave de saumon grille - - Petit Navire - 0 - 3019081234621 - 3019081234621 - OFF#ebe5a6e9ba84d9f1175ccf67cc62858e
Pavé de Saumon Grillé Citron et Aneth - pave de saumon grille citron aneth - - Petit Navire - 0 - 3019081234638 - 3019081234638 - OFF#2a0fd71de4c234d78dece815e937130c
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'frites', 'quantity': '1 portion', 'weight': '150', 'cooking': 'frit', 'brand': '', 'company': '', 'type': 'accompagnement', '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 '% frite %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Frites 'Maison' - frite maison - - - 3422 - - - KCA#6ec1e15ff73bcad3fbd051039b73bfa2
Frites de Pommes de Terre - frite de pomme de terre - surgelées, en friteuse - - 16744 - - - CIQ#0c4d57d24137dff14aa6bf376be13ca2
Frites de Pommes de Terre - frite de pomme de terre - surgelées, rôties/cuites au four - - 0 - - - CIQ#571d6b6d0f633390e25650e96b014751
Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson en friteuse - - 0 - - - CIQ#21ddc69ae4c8625a72bf312be19b18c3
Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson micro-ondes - - 0 - - - CIQ#c18841fb320bbdc344009a2125172a51
Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson rôtie/ au four - - 0 - - - CIQ#2b65d7822d2029d73d7a8cdadd16e13a
Frites Surgelées à Cuire au Four - frite surgelee cuire four - - - 152 - - - KCA#794e98f1683c35824e6507d3fe252634
Steak Frites - steak frite - steak frites - - 0 - - - KCA#7b6b2abd661e1054cfba0cf998b2743f
Morue Frite à la Toulonnaise - morue frite toulonnaise - - - 16 - - - KCA#bd216e7cd84a2d4d1a581f9eb62190e3
Courgettes Frites - courgette frite - - - 207 - - - KCA#959d0fa787188921ad4497a575b243ab
Limande Panée Frite - limande panee frite - - - 107 - - - KCA#2c105974e5192e41d62c0780e57f7604
Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718
Pomme de Terre Frites Cuites Non Salée - pomme de terre frite cuite non salee - - - 23 - - - KCA#f19fd72e799df4bd4db76e1e319135fd
Langoustine, Panée, Frite - langoustine panee frite - - - 7 - - - KCA#f3292cd52902facb04347cf1a7282593
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'salade mixte', 'quantity': '1 portion', 'weight': '100', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'accompagnement', '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 mixte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Salade Mixte au Fromage - salade mixte fromage - - - 208 - - - KCA#315c7936641e1d3d2aaa69aaf2330b83
----------------------------------------------------
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': 'Saumon Grillé et Purée de Pommes de Terre aux Épinards', 'normName': ' saumon grille puree de pomme de terre au epinard ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#fb04bdd3795f47f7ffc075402850f652', 'quantity': '1 portion', 'quantityLem': '1 portion', 'pack': ['POI.w350'], 'type': 'plat principal', 'gtin': '3596710342426', 'gtinRef': '3596710342426', 'brand': 'Auchan', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'POI-100', 'posiNormName': 0}, {'name': "Frites 'Maison'", 'normName': ' frite maison ', 'comment': '', 'normComment': '', 'rank': 3422, 'id': 'KCA#6ec1e15ff73bcad3fbd051039b73bfa2', 'quantity': '1 portion', 'quantityLem': '1 portion', 'pack': ['FRI.w200', 'APL.w200'], 'type': 'accompagnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'FRI-100', 'posiNormName': 0}, {'name': 'Salade Mixte au Fromage', 'normName': ' salade mixte fromage ', 'comment': '', 'normComment': '', 'rank': 208, 'id': 'KCA#315c7936641e1d3d2aaa69aaf2330b83', 'quantity': '1 portion', 'quantityLem': '1 portion', 'pack': ['SAL.w100'], 'type': 'accompagnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.711314678192139}
----------------------------------------------------------------------------------
LLM CPU Time: 6.711314678192139