Input path: /home/debian/html/nutritwin/output_llm/67470682b4229/input.json
Output path: /home/debian/html/nutritwin/output_llm/67470682b4229/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 de chou",
"quantity": "",
"weight": "estimation variable",
"cooking": "cru",
"brand": "",
"company": "",
"type": "plat",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "raisins secs",
"quantity": "",
"weight": "estimation variable",
"cooking": "séchés",
"brand": "",
"company": "",
"type": "fruit",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "fromage",
"quantity": "",
"weight": "estimation variable",
"cooking": "affiné",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "noix",
"quantity": "",
"weight": "estimation variable",
"cooking": "",
"brand": "",
"company": "",
"type": "fruit à coque",
"time": "déjeuner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "salade de chou",
"quantity": "",
"weight": "estimation variable",
"cooking": "cru",
"brand": "",
"company": "",
"type": "plat",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "raisins secs",
"quantity": "",
"weight": "estimation variable",
"cooking": "séchés",
"brand": "",
"company": "",
"type": "fruit",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "fromage",
"quantity": "",
"weight": "estimation variable",
"cooking": "affiné",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "noix",
"quantity": "",
"weight": "estimation variable",
"cooking": "",
"brand": "",
"company": "",
"type": "fruit à coque",
"time": "déjeuner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "salade de chou", "quantity": "", "weight": "estimation variable", "cooking": "cru", "brand": "", "company": "", "type": "plat", "time": "déjeuner", "event": "declaration" }, { "name": "raisins secs", "quantity": "", "weight": "estimation variable", "cooking": "séchés", "brand": "", "company": "", "type": "fruit", "time": "déjeuner", "event": "declaration" }, { "name": "fromage", "quantity": "", "weight": "estimation variable", "cooking": "affiné", "brand": "", "company": "", "type": "produit laitier", "time": "déjeuner", "event": "declaration" }, { "name": "noix", "quantity": "", "weight": "estimation variable", "cooking": "", "brand": "", "company": "", "type": "fruit à coque", "time": "déjeuner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'salade de chou', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'plat', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'raisins secs', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'séchés', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'fromage', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'affiné', 'brand': '', 'company': '', 'type': 'produit laitier', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'noix', 'quantity': '', 'weight': 'estimation variable', 'cooking': '', 'brand': '', 'company': '', 'type': 'fruit à coque', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'salade de chou', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'plat', '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 de chou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Salade de Chou Rouge - salade de chou rouge - - - 465 - - - KCA#a151fb7fdb469e2f6d11a840ccb16d8d
Salade de Chou ou Coleslaw - salade de chou ou coleslaw - avec sauce - - 0 - - - CIQ#0f0195c8d6654cb95e6c602b6ac046c1
Salade de Chou à l'Orange et aux Radis - salade de chou orange au radi - - - 24 - - - KCA#928c092c510bf33ddfc58150abb33cd5
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'raisins secs', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'séchés', 'brand': '', 'company': '', 'type': 'fruit', '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 '% raisin sec %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d
Coquilles Saint-jacques aux Raisins Secs et aux Noix - coquille saint jacque au raisin sec au noix - - - 13 - - - KCA#59f9d02f58a7baf98b114e2bee89eb74
Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'fromage', 'quantity': '', 'weight': 'estimation variable', 'cooking': 'affiné', 'brand': '', 'company': '', 'type': 'produit laitier', '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 '% fromage %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Fromage - fromage - - - 23096 - - - KCA#e2646df35885ba5fc75c406a551c9fbc
Fromage 45% MG - fromage 45% mg - - - 6874 - - - KCA#14ed2b0745972d44df97c5d52a44ac69
Fromage 20% MG - fromage 20% mg - - - 1124 - - - KCA#e32d6c98bf1d5f0a3c853a8f6bb7c3b3
Fromage 70% MG - fromage 70% mg - - - 494 - - - KCA#351b50fec02ae7c43d964985ac9086c6
Fromage de Tête - fromage de tete - - - 258 - - - CIQ#a80997979cdf84066ed5ed98f0291aef
Fromage de Chèvre - fromage de chevre - - - 4537 - - - KCA#87a40b8f006dcb11aafd4e97014ed3f4
Fromage de Brebis - fromage de brebi - pâte pressée - - 0 - - - KCA#58787aec327646598cc7785b49eea77a
Fromage de Brebis - fromage de brebi - pâte molle à croûte fleurie - - 0 - - - KCA#a463c1fc485a4f9d296ce6817ce2c361
Fromage de Chèvre - fromage de chevre - lactique affiné, au lait cru type Crottin - - 250 - - - KCA#2c01ba493c1fac82cabb393f8f3648a7
Fromage Frais 0% MG - fromage frai 0% mg - - - 519 - - - KCA#88f1992eded597fa4d19465f74683774
Fromage Fondu 25% MG - fromage fondu 25% mg - - - 3246 - - - KCA#d149670a9548a1b193a2c41eca41b75f
Fromage Frais 30% MG - fromage frai 30% mg - - - 145 - - - KCA#7925728898a08e85f13745b60bc71320
Fromage Fondu 45% MG - fromage fondu 45% mg - - - 95 - - - KCA#6d8e1e183c61d211654c306cf3835256
Fromage Frais 20% MG - fromage frai 20% mg - - - 81 - - - KCA#0c277d2e26315ef0b610a1ac6f0b2c8f
Fromage Fondu 70% MG - fromage fondu 70% mg - - - 55 - - - KCA#4310db392dfdcff70718326fee922034
Fromage Fondu 65% MG - fromage fondu 65% mg - - - 52 - - - KCA#df8a055eb661bce01be58e63581e3ace
Fromage Blanc Nature - fromage blanc nature - 0% MG - - 24178 - - - CIQ#36c17f9437be97fba469ea7cd5441d75
Fromage Blanc Nature - fromage blanc nature - 3% MG environ - - 10606 - - - CIQ#4a1c07f162d63ff83801c1fb767aafcf
Fromage Blanc Nature - fromage blanc nature - gourmand, 8% MG environ - - 0 - - - CIQ#4ec95c0d5d5444677063a6486af1e1c9
Fromage Fondu aux Noix - fromage fondu au noix - - - 23 - - - KCA#849bff96c14abb755613ff11508fe7c9
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'noix', 'quantity': '', 'weight': 'estimation variable', 'cooking': '', 'brand': '', 'company': '', 'type': 'fruit à coque', '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 '% noix %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Noix - noix - - - 9716 - - - KCA#c906c6893ddeb4160c6962e435a64070
Noix de Cajou - noix de cajou - grillée, non salée - - 4580 - - - CIQ#1d3f653c5638bf26ec0a3dd1b4d5d7f8
Noix de Cajou - noix de cajou - grillée à sec, non salée - - 0 - - - CIQ#ee20370d82207184e6c206ec093b3da6
Noix de Muscade - noix de muscade - - - 0 - - - CIQ#d0b515cab2cb4c1df3d8cac8c21a04a6
Noix de Coco Sèche - noix de coco seche - - - 302 - - - KCA#441a30b2d0145dcf42225dbbb3375c83
Noix de Coco Fraîche - noix de coco fraiche - - - 448 - - - KCA#b779756eb6730378afe5a32890565016
Noix de Veau au Bacon - noix de veau bacon - - - 3 - - - KCA#8fd91c269e5276f02a8363ef6803c0ab
Noix de Saint-jacques - noix de saint jacque - grillées aux agrumes - - 209 - - - KCA#9addb22675d34eb2fdcb5caead6326ec
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
Pain aux Noix - pain au noix - - - 1573 - - - KCA#46db2fdf388b270a3d3b260144c5e060
Boisson à la Noix de Coco - boisson noix de coco - nature - - 0 - - - CIQ#bd0c757af8a0e8887260c8de0645af17
Huile de Noix - huile de noix - - - 34 - - - CIQ#9b2b84a42a4fd8da79bf4ee5cc2adadc
Tarte aux Noix de Saint-jacques - tarte au noix de saint jacque - - - 0 - - - CIQ#5aef85ffeb8b1a34c20b5f32a12c8ba2
Gâteau aux Noix - gateau au noix - - - 578 - - - KCA#8181007b7c696bcca41d6055d63dfe39
Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1
Financiers Noix de Coco Ananas - financier noix de coco anana - - - 257 - - - KCA#4aebfb172b7e19062e54d1ff97c7f71d
Tartelettes aux Noix de Cajou - tartelette au noix de cajou - de cajou - - 0 - - - KCA#be73e050b0c8b1150a9834976e3b3ee0
Muffins Caramel Noix de Pécan - muffin caramel noix de pecan - - - 42 - - - KCA#cd9097c0bf07e696eb9fc54da68002b0
----------------------------------------------------
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': 'Salade de Chou Rouge', 'normName': ' salade de chou rouge ', 'comment': '', 'normComment': '', 'rank': 465, 'id': 'KCA#a151fb7fdb469e2f6d11a840ccb16d8d', 'quantity': '', 'quantityLem': '', 'pack': ['SAL.w100'], 'type': 'plat', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Raisins Secs', 'normName': ' raisin sec ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#1629eba3d871ec3e0fd5431f9291bf6d', 'quantity': '', 'quantityLem': '', 'pack': ['POG.w25'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Fromage', 'normName': ' fromage ', 'comment': '', 'normComment': '', 'rank': 23096, 'id': 'KCA#e2646df35885ba5fc75c406a551c9fbc', 'quantity': '', 'quantityLem': '', 'pack': ['CAM.w20', 'GRU.w20', 'MIM.w20', 'ROC.w20', 'CH2.w20'], 'type': 'produit laitier', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': '', 'quantityLem': '', 'pack': ['NUT.w5'], 'type': 'fruit à coque', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 11.428138017654419}
----------------------------------------------------------------------------------
LLM CPU Time: 11.428138017654419