Input path: /home/debian/html/nutritwin/output_llm/66e8b0cfed856/input.json
Output path: /home/debian/html/nutritwin/output_llm/66e8b0cfed856/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",
"quantity": "portion",
"weight": "200",
"cooking": "grillé",
"brand": "",
"company": "",
"type": "poisson",
"time": "dîner",
"event": "declaration"
},
{
"name": "purée",
"quantity": "portion",
"weight": "150",
"cooking": "moulinée",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "dîner",
"event": "declaration"
},
{
"name": "haricots verts",
"quantity": "portion",
"weight": "100",
"cooking": "à l'eau",
"brand": "",
"company": "",
"type": "légume",
"time": "dîner",
"event": "declaration"
},
{
"name": "eau",
"quantity": "verre",
"weight": "200",
"cooking": "",
"brand": "",
"company": "",
"type": "boisson",
"time": "dîner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "saumon",
"quantity": "portion",
"weight": "200",
"cooking": "grillé",
"brand": "",
"company": "",
"type": "poisson",
"time": "dîner",
"event": "declaration"
},
{
"name": "purée",
"quantity": "portion",
"weight": "150",
"cooking": "moulinée",
"brand": "",
"company": "",
"type": "accompagnement",
"time": "dîner",
"event": "declaration"
},
{
"name": "haricots verts",
"quantity": "portion",
"weight": "100",
"cooking": "à l'eau",
"brand": "",
"company": "",
"type": "légume",
"time": "dîner",
"event": "declaration"
},
{
"name": "eau",
"quantity": "verre",
"weight": "200",
"cooking": "",
"brand": "",
"company": "",
"type": "boisson",
"time": "dîner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "saumon", "quantity": "portion", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "poisson", "time": "dîner", "event": "declaration" }, { "name": "purée", "quantity": "portion", "weight": "150", "cooking": "moulinée", "brand": "", "company": "", "type": "accompagnement", "time": "dîner", "event": "declaration" }, { "name": "haricots verts", "quantity": "portion", "weight": "100", "cooking": "à l'eau", "brand": "", "company": "", "type": "légume", "time": "dîner", "event": "declaration" }, { "name": "eau", "quantity": "verre", "weight": "200", "cooking": "", "brand": "", "company": "", "type": "boisson", "time": "dîner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'saumon', 'quantity': 'portion', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'poisson', 'time': 'dîner', 'event': 'declaration'}, {'name': 'purée', 'quantity': 'portion', 'weight': '150', 'cooking': 'moulinée', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'dîner', 'event': 'declaration'}, {'name': 'haricots verts', 'quantity': 'portion', 'weight': '100', 'cooking': "à l'eau", 'brand': '', 'company': '', 'type': 'légume', 'time': 'dîner', 'event': 'declaration'}, {'name': 'eau', 'quantity': 'verre', 'weight': '200', 'cooking': '', 'brand': '', 'company': '', 'type': 'boisson', 'time': 'dîner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'saumon', 'quantity': 'portion', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'poisson', 'time': 'dîner', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Saumon - saumon - égoutté - - 0 - - - CIQ#ade5613634b5a98b355d2c160ba92b11
Saumon - saumon - à la vapeur - - 0 - - - CIQ#b3e9314258a5f523753d1b3e0d81792c
Saumon - saumon - grillé/poêlé - - 0 - - - CIQ#1bbf5286767c3e0c44876a767787d000
Saumon - saumon - cru, sauvage - - 0 - - - CIQ#51feba31b17547b9137b71eb7226a8dd
Saumon - saumon - cru, élevage - - 0 - - - CIQ#c8287362ac00c89902eae000e0e4c124
Saumon - saumon - aliment moyen - - 0 - - - CIQ#ff1666b2df4b9989f1a9c6b0a02dc93c
Saumon - saumon - au micro-ondes, élevage - - 0 - - - CIQ#cc11fcd15c72c773b82b192e8887e23a
Saumon - saumon - élevage, rôti/cuit au four - - 0 - - - CIQ#84a9c51768b4de88e909ecdf0067a966
Saumon - saumon - bouilli/cuit à l'eau, élevage - - 0 - - - CIQ#f55d77c458b7370f03d90ab21a698aaf
Saumon Fumé - saumon fume - - - 11676 - - - CIQ#d8453997de6adf67fd709f2e16e4a09f
Saumon Farci - saumon farci - - - 0 - - - CIQ#61af7b646d375a64a8af54fa22cd3709
Saumon à l'Oseille - saumon oseille - - - 7 - - - CIQ#78f9c8ecc76216402bd6d82a033010c5
Maki Saumon - maki saumon - - - 1080 - - - KCA#3ac315133b892d2a4629a1ab26c48768
Maki Saumon Avocat - maki saumon avocat - - - 861 - - - KCA#725e4073ccaee17f4a77ab78eb5b90a5
Sushi Saumon - sushi saumon - sushi saumon - - 0 - - - KCA#f366d90248edc0d02f459cc18228171a
Tarte au Saumon - tarte saumon - - - 0 - - - CIQ#df3d146a0b5d8475bb92ccfb839aa962
Pizza au Saumon - pizza saumon - - - 0 - - - CIQ#531c0deee226a1ed25c6ad7e9344ecef
Röstis au Saumon Fumé - rosti saumon fume - - - 12 - - - KCA#14382263fff55c2e867e77149a5dc44e
Tarte Saumon et Oseille - tarte saumon oseille - et oseille - - 0 - - - KCA#4c90651bf0030bf66a4324b273991f08
Pavé de Saumon - pave de saumon - - - 9408 - - - KCA#65b031a28707cc1cba8900c617fd1e01
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'purée', 'quantity': 'portion', 'weight': '150', 'cooking': 'moulinée', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'dîner', '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 '% puree %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Purée Gratinée - puree gratinee - - - 22 - - - KCA#f880a4bebb234ad7c233f0bca21e0f38
Purée de Céleri - puree de celeri - - - 644 - - - KCA#0b6b2f1216d627bd750cf4768fbabdfc
Purée de Tomate - puree de tomate - - - 64 - - - KCA#85d33ede4d716a9cdfe18fb5ff2aa38a
Purée de Marron - puree de marron - - - 45 - - - KCA#b566ca1956b609eb13eb9abfed8408c3
Purée de Pommes - puree de pomme - type "compote sans sucres ajoutés - - 0 - - - CIQ#5a979625c9056bf32a0fad9e4d7f29bf
Purée de Fruits - puree de fruit - tout type de fruits, type "compote sans sucres ajoutés - - 0 - - - CIQ#868afd39025fce7dbe7cdd7b8180579b
Purée de Potiron - puree de potiron - - - 474 - - - KCA#a530f4909bba07941d57ea667726259d
Purée de Brocolis - puree de brocoli - - - 462 - - - KCA#0997f21641b0a965f425a2eeed3e672d
Purée au Mascarpone - puree mascarpone - - - 13 - - - KCA#8ef7f73cf9c53674505f9eff771e38a9
Purée de Petits Pois - puree de petit poi - - - 87 - - - KCA#24e05443f69122ac730ba1308a049845
Purée de Céleri-rave - puree de celeri rave - - - 75 - - - KCA#ba14e52d838ee473e3a5cece51c17332
Purée de Pomme de Terre - puree de pomme de terre - - - 5655 - - - KCA#9b4074d3ebe35653a27d00a338c7c245
Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d
Purée Rose aux Salsifis - puree rose au salsifi - - - 2 - - - KCA#a084b1cfbce4af12c6fa3fa6e48f4e08
Purée de Tomate au Basilic - puree de tomate basilic - - - 29 - - - KCA#04648cc2d8d08621e97f44cd26f33635
Purée Rustique de Rutabaga - puree rustique de rutabaga - au piment et aux herbes - - 1 - - - KCA#79371e21753dd8f4248696981cc5306c
Purée d'Epinards à la Crème - puree epinard creme - - - 43 - - - KCA#5ad4feeb696a25452e1f664522dd253c
Purée de Pomme de Terre Surgelée - puree de pomme de terre surgelee - - - 4 - - - KCA#2429e8eb21168cf6662bb23015f8a896
Purée de Pomme de Terre et Céleri - puree de pomme de terre celeri - - - 13 - - - KCA#e745dab6fd4da45fece548f1db8d703f
Purée de Courgettes Pomme de Terre - puree de courgette pomme de terre - - - 96 - - - KCA#33431af664194d56f5845a8d1fa010a9
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'haricots verts', 'quantity': 'portion', 'weight': '100', 'cooking': "à l'eau", 'brand': '', 'company': '', 'type': 'légume', 'time': 'dîner', '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 '% haricot vert %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Haricot Vert - haricot vert - - - 0 - - - CIQ#efedc12de30a6792e4cce0ac909b0d59
Haricot Vert - haricot vert - surgelé - - 154 - - - CIQ#1a6e737ae6a199c819eec98d3e1a2590
Haricot Vert - haricot vert - égoutté - - 0 - - - CIQ#1177b9c2ec6d59b48e0d39839eb385d1
Haricot Vert - haricot vert - surgelé, cru - - 0 - - - CIQ#5aa98988b46740cd326d667185454972
Haricot Vert - haricot vert - bouilli/cuit à l'eau - - 0 - - - CIQ#3e5509a19b13f2e075fd2fe795791079
Haricots Verts - haricot vert - - - 17373 - - - KCA#efedc12de30a6792e4cce0ac909b0d59
Haricots Verts Cuits - haricot vert cuit - - - 7959 - - - KCA#254c7444b4cf283538fad5895a542d22
Haricots Verts Lardons - haricot vert lardon - - - 100 - - - KCA#6874f69a8ead359116ae7a390050180e
Haricots Verts Conserve - haricot vert conserve - - - 1425 - - - KCA#e1bb57c29ed7d08fa3282fc598eed53d
Haricots Verts Surgelés - haricot vert surgele - - - 0 - - - KCA#2bf9488248010e76fac38dbee693d2a9
Haricots Verts à l'Anglais - haricot vert anglai - - - 23 - - - KCA#4926dc105068b5d8ef3052494e32fb21
Haricots Verts Bonne Maman - haricot vert bonne maman - - - 19 - - - KCA#60739f2d4a2d1811dc58dc35bd21b37a
Haricots Verts Tourangelle - haricot vert tourangelle - - - 6 - - - KCA#b8ce290d4a33dd03b27ac2fa8a814753
Haricots Verts à la Fermière - haricot vert fermiere - - - 26 - - - KCA#ed6a0aa7718396235e74a369bf983542
Haricots Verts à la Sauce Tomate - haricot vert sauce tomate - - - 83 - - - KCA#168eaf3d7514042587c42989056107d3
Poulet et Haricots Verts au Citron Confit - poulet haricot vert citron confit - - - 14 - - - KCA#03f4683e4348d0279a3a432205dbc751
Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d
Boeuf Haché aux Haricots Verts Piquants - boeuf hache au haricot vert piquant - - - 15 - - - KCA#34ba50fafe3cd0eaa5b78ce743e01f37
Côtes de Veau à la Crème de Haricots Verts - cote de veau creme de haricot vert - - - 18 - - - KCA#9c8766ceb23aa4570d059fd20af5a0b3
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'eau', 'quantity': 'verre', 'weight': '200', 'cooking': '', 'brand': '', 'company': '', 'type': 'boisson', 'time': 'dîner', '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 '% eau %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Eau - eau - - - 10064 - - - KCA#08cfe774cbf7476b1e582734c7082ecd
Eau de Vie - eau de vie - - - 210 - - - CIQ#2397ddba68eefec7e38e3a061b6060e3
Eau de Coco - eau de coco - - - 574 - - - CIQ#4f6cfd4687e4da85c9063e194dd3113b
Eau Minérale - eau minerale - - - 0 - - - CIQ#682a311be3fc15a20a88c168408e5304
Eau Minérale - eau minerale - aliment moyen - - 160 - - - KCA#69addfd353e07f633ee05c6be8ac5d4d
Eau Minérale - eau minerale - plate, aliment moyen - - 18 - - - CIQ#9f35a4198a700eac62fe4d1dc426f1a4
Eau Minérale - eau minerale - gazeuse, aliment moyen - - 28 - - - CIQ#38da155cfd970d21ba9f4b87294b96df
Eau Minérale - eau minerale - ou de source aromatisée agrumes - - 33 - - - KCA#47ee70f086c3080428426febc2426e8c
Eau Minérale - eau minerale - ou de source aromatisée, arôme autre qu'agrumes - - 36 - - - KCA#0daeef02b69e5526427bc855f1ec3111
Eau Minérale - eau minerale - embouteillée, faiblement minéralisée, aliment moyen - - 0 - - - CIQ#a8b887f21f002cd8ddbda99766ee5ec4
Eau de Source - eau de source - embouteillée, aliment moyen - - 0 - - - CIQ#b6c1ba3e6cb4c788d63711a9b869730b
Eau du Robinet - eau robinet - - - 273 - - - CIQ#4c4a29ce4ec63b6cfc6bc3914ccf7056
Eau Minérale Dax - eau minerale da - embouteillée, non gazeuse, moyennement minéralisée, Dax, 40 - - 0 - - - CIQ#a07a880ef627fa44150fe5583484549d
Eau de Vie de Vin - eau de vie de vin - type armagnac, cognac - - 0 - - - CIQ#c0440021ea15aa2abf11853bbd2191a4
Eau Minérale Néro - eau minerale nero - embouteillée, non gazeuse, faiblement minéralisée, Grèce - - 0 - - - CIQ#8ab34da104cb5b744e0ad6eaece161a6
Eau Minérale Avra - eau minerale avra - embouteillée, non gazeuse, faiblement minéralisée, Grèce - - 0 - - - CIQ#b0465b7ee2f045df840aac281b388253
Eau Minérale Luso - eau minerale luso - embouteillée, non gazeuse, très faiblement minéralisée, Portugal - - 0 - - - CIQ#45d467ce96aa14e71c62e6ca943f5621
Eau Minérale Eden - eau minerale eden - La Goa, embouteillée, non gazeuse, faiblement minéralisée, Suisse - - 0 - - - CIQ#341195c07e8f951269157ecad800778a
Eau Minérale Ogeu - eau minerale ogeu - embouteillée, gazeuse, faiblement minéralisée, Ogeu-les-Bains, 64 - - 0 - - - CIQ#14fc742b6db6af7dce1a08288d62ddf6
Eau Minérale Vals - eau minerale val - embouteillée, gazeuse, moyennement minéralisée, Vals-les-Bains, 07 - - 0 - - - CIQ#11be70594fa1e46c35dca065d17b5ca6
----------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': '', 'intents': ['Identify food in an image'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Saumon', 'normName': ' saumon ', 'comment': 'égoutté', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#ade5613634b5a98b355d2c160ba92b11', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['PAV.w200'], 'type': 'poisson', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Purée Gratinée', 'normName': ' puree gratinee ', 'comment': '', 'normComment': '', 'rank': 22, 'id': 'KCA#f880a4bebb234ad7c233f0bca21e0f38', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['NOU.k195'], 'type': 'accompagnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Haricot Vert', 'normName': ' haricot vert ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#efedc12de30a6792e4cce0ac909b0d59', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['LEG.w150'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': 'LEG-10', 'posiNormName': 0}, {'name': 'Eau', 'normName': ' eau ', 'comment': '', 'normComment': '', 'rank': 10064, 'id': 'KCA#08cfe774cbf7476b1e582734c7082ecd', 'quantity': 'verre', 'quantityLem': 'verre', 'pack': ['VAE', 'VX1', 'VA2', 'GOB', 'VA4', 'VA4', 'VA3'], 'type': 'boisson', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': 'VA2-25', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 9.628051042556763}
----------------------------------------------------------------------------------
LLM CPU Time: 9.628051042556763