Input path: /home/debian/html/nutritwin/output_llm/6730fbf91832d/input.json
Output path: /home/debian/html/nutritwin/output_llm/6730fbf91832d/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": "pâtes",
"quantity": "portion",
"weight": "200",
"cooking": "bouilli",
"brand": "",
"company": "",
"type": "féculent",
"time": "dîner",
"event": "declaration"
},
{
"name": "jambon",
"quantity": "portion",
"weight": "50",
"cooking": "",
"brand": "",
"company": "",
"type": "charcuterie",
"time": "dîner",
"event": "declaration"
},
{
"name": "fromage râpé",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "dîner",
"event": "declaration"
},
{
"name": "œuf",
"quantity": "unité",
"weight": "50",
"cooking": "au plat",
"brand": "",
"company": "",
"type": "produit d'origine animale",
"time": "dîner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "pâtes",
"quantity": "portion",
"weight": "200",
"cooking": "bouilli",
"brand": "",
"company": "",
"type": "féculent",
"time": "dîner",
"event": "declaration"
},
{
"name": "jambon",
"quantity": "portion",
"weight": "50",
"cooking": "",
"brand": "",
"company": "",
"type": "charcuterie",
"time": "dîner",
"event": "declaration"
},
{
"name": "fromage râpé",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "dîner",
"event": "declaration"
},
{
"name": "œuf",
"quantity": "unité",
"weight": "50",
"cooking": "au plat",
"brand": "",
"company": "",
"type": "produit d'origine animale",
"time": "dîner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "pâtes", "quantity": "portion", "weight": "200", "cooking": "bouilli", "brand": "", "company": "", "type": "féculent", "time": "dîner", "event": "declaration" }, { "name": "jambon", "quantity": "portion", "weight": "50", "cooking": "", "brand": "", "company": "", "type": "charcuterie", "time": "dîner", "event": "declaration" }, { "name": "fromage râpé", "quantity": "portion", "weight": "30", "cooking": "", "brand": "", "company": "", "type": "produit laitier", "time": "dîner", "event": "declaration" }, { "name": "œuf", "quantity": "unité", "weight": "50", "cooking": "au plat", "brand": "", "company": "", "type": "produit d'origine animale", "time": "dîner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'pâtes', 'quantity': 'portion', 'weight': '200', 'cooking': 'bouilli', 'brand': '', 'company': '', 'type': 'féculent', 'time': 'dîner', 'event': 'declaration'}, {'name': 'jambon', 'quantity': 'portion', 'weight': '50', 'cooking': '', 'brand': '', 'company': '', 'type': 'charcuterie', 'time': 'dîner', 'event': 'declaration'}, {'name': 'fromage râpé', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'produit laitier', 'time': 'dîner', 'event': 'declaration'}, {'name': 'œuf', 'quantity': 'unité', 'weight': '50', 'cooking': 'au plat', 'brand': '', 'company': '', 'type': "produit d'origine animale", 'time': 'dîner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'pâtes', 'quantity': 'portion', 'weight': '200', 'cooking': 'bouilli', 'brand': '', 'company': '', 'type': 'féculent', '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 '% pate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Pâté - pate - - - 35 - - - CIQ#afa9f7f047da1f15de2883f037186a92
Pâtes - pate - sans gluten, à base de riz et maïs, à l'eau, non salées - - 0 - - - CIQ#fbb4c57fdca55e795247628ccb5aecdd
Pâtes - pate - sans gluten, à base de lentilles corail, à l'eau, non salées - - 0 - - - CIQ#b616881505a8dc3bb22f36ba73c591e5
Pâté Breton - pate breton - - - 0 - - - CIQ#7bf7cf124b0a4bd2e2ef3a9a0a499589
Pâtes Cuites - pate cuite - - - 40303 - - - KCA#5f79f58611165eed8a9639bfa123a9ca
Pâté de Foie - pate de foie - - - 754 - - - KCA#a5e2912dd9f9cde202e6768375fa2481
Pâté de Tête - pate de tete - - - 191 - - - KCA#f90aa2ff530cc5bc04459e1ca2ba4490
Pâtes Sèches - pate seche - aux oeufs, crues - - 0 - - - CIQ#52cf76f71ceae840a6e8cfb7bb87401e
Pâtes Sèches - pate seche - sans gluten, crues - - 0 - - - CIQ#a6df809c43c5e8ea99c2290e16e50a23
Pâtes Sèches - pate seche - au blé complet, crues - - 0 - - - CIQ#2cd29b7b7d0a8beffb2a20bdcd5b67d9
Pâtes Sèches - pate seche - aux oeufs, non salées - - 0 - - - CIQ#475f5a3e0ebed8ce058915c8c0e2488a
Pâtes Sèches - pate seche - sans gluten, non salées - - 0 - - - CIQ#a83a046d5cb792a1634de34a8b103f8c
Pâtes Sèches - pate seche - au blé complet, non salées - - 0 - - - CIQ#086a2b5c3417a99bed48fb94c6f8e347
Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b
Pâté de Lapin - pate de lapin - - - 228 - - - CIQ#cd9ac9416e8376ef0d33dc474b22d8d1
Pâte de Fruits - pate de fruit - - - 904 - - - CIQ#ddc417db85ad45f7b63c72987afd1efd
Pâté en Croûte - pate en croute - - - 69 - - - CIQ#e2118c3e025007fd1644c613af45b0cf
Pâté de Gibier - pate de gibier - - - 62 - - - CIQ#68811d74011dd1931c6725029c3ec0d8
Pâté Ardennais - pate ardennai - - - 33 - - - KCA#1c1510a6deb74a99fe2687d0ba87d678
Pâtes Fraîches - pate fraiche - aux oeufs, crues - - 0 - - - CIQ#9afbc65919a12bd31e467b9e01a43777
----------------------------------------------------
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': 'jambon', 'quantity': 'portion', 'weight': '50', 'cooking': '', 'brand': '', 'company': '', 'type': 'charcuterie', '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 '% jambon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Jambon Cru - jambon cru - - - 9885 - - - CIQ#64b8482a5f9494f91650a6dfbb0cd41e
Jambon Sec - jambon sec - - - 0 - - - CIQ#96c8fe38103fc721a15cfe55d6e25c6f
Jambon Cru - jambon cru - fumé - - 268 - - - CIQ#5f3f73264b7c8e8500821bffaac09aee
Jambon Sec - jambon sec - découenné, dégraissé - - 293 - - - CIQ#25959c69f01c1f2120ccc677017fa727
Jambon Cru - jambon cru - fumé, allégé en matière grasse - - 0 - - - CIQ#f647a53f900ffb0f8b6bcc1b9daac3fd
Jambon Fumé - jambon fume - - - 1235 - - - KCA#b89a3b14af6277985c3d77e8a43fd3a7
Jambon Cuit - jambon cuit - fumé - - 130 - - - CIQ#17ca7e15b0319f1e287cbd0bcf02e149
Jambon Cuit - jambon cuit - choix - - 0 - - - CIQ#31a3ba17bd765304c35083900245a906
Jambon Cuit - jambon cuit - supérieur - - 879 - - - CIQ#62b09fb38df99e94d05d097272b0f943
Jambon Cuit - jambon cuit - choix, avec couenne - - 0 - - - CIQ#c197beb44fda0f03581cdd01ee751078
Jambon Cuit - jambon cuit - supérieur, découenné - - 0 - - - CIQ#a4feb0298e2ed9bf7086021f843d5542
Jambon Cuit - jambon cuit - supérieur, avec couenne - - 0 - - - CIQ#44f954aa2607fc98de99e42c7a2f34f0
Jambon Cuit - jambon cuit - choix, découenné dégraissé - - 0 - - - CIQ#1bdbfa77737e32f3afd8b85235c13da8
Jambon Cuit - jambon cuit - de Paris, découenné dégraissé - - 0 - - - CIQ#2204461860d60e77475581012d525590
Jambon Cuit - jambon cuit - supérieur, découenné dégraissé - - 0 - - - CIQ#7fe80de772280767444b552c0124ab0f
Jambon Cuit - jambon cuit - supérieur, à teneur réduite en sel - - 0 - - - CIQ#f6e3b7457066170ebc96fe96171fba23
Jambon Blanc - jambon blanc - - - 41088 - - - KCA#a2c3580fad4917288fe40406fb88cadb
Jambon Bayonne - jambon bayonne - - - 2108 - - - KCA#a7501ed926d61fc6282a9dc417593554
Jambon Persillé - jambon persille - - - 315 - - - KCA#a68e12a46f2795c6c267b411dd8111f4
Jambon de Poulet - jambon de poulet - - - 5421 - - - KCA#8a8c7fe60575ff37bd0a2f58c58a75a0
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'fromage râpé', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'produit laitier', '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 '% fromage rape %' 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 '% fromage rape %' AND V_NormTrademark LIKE '%%'
------------- Found solution (max 20) --------------
4 Fromages - fromage - - Carrefour - 0 - 3560070506491 - 3245411954277 - OFF#c8cd68a6706c722e0c37c2f9072e4249
Grana Padano - grana padano - - Delhaize - 0 - 5400119520423 - 2273180002203 - OFF#aca9ba78edfe13a25671d13caab1c335
Spécial Pizza - special pizza - - Carrefour - 0 - 3560070910427 - 3560070910427 - OFF#2e281920df110c9d6d826e3da5310042
Spécial Pâtes - special pate - - Carrefour - 0 - 3560070910489 - 3560070910489 - OFF#24622afc36ce03581b7595f9d94dd9c2
Spécial Pizza - special pizza - - Carrefour - 0 - 3560070970520 - 3560070910427 - OFF#af349e1e9f53a08c7b6f12e1749dcc51
Spécial Gratin - special gratin - - Carrefour - 0 - 3560070910458 - 3560070910458 - OFF#6b78d0e013638bbd90d9e3920df29481
Râpé 3 Fromages - rape fromage - - Franprix - 0 - 3263859366414 - 3263859366414 - OFF#21e00afcf8c1fba048408af8ac09e621
Râpé pour Pizza - rape pour pizza - - Auchan - 0 - 3596710377350 - 3596710377350 - OFF#ee50e1f34e009bddaf4c47c9dedd1acf
Galbani Paesano - galbani paesano - - Lactalis - 0 - 8000430386219 - 8000430386219 - OFF#dab1e426926c024374b975293ddc1dba
Bbq Bacon Burger - bbq bacon burger - - Picard - 0 - 3270160891566 - 3270160891566 - OFF#f8eeee00f4d6f70b313efdfa7f9c4ed4
Râpé Spécial Pizza - rape special pizza - - Auchan - 0 - 3596710470754 - 3596710470754 - OFF#73344fb731a855fdf0f1cbc9ed5fb5e8
Râpéspécial Gratin - rapespecial gratin - - Auchan - 0 - 3596710476350 - 3596710476350 - OFF#95d1a93137dda20139252526b1cb3b5d
Râpé Spécial Pizza - rape special pizza - - Auchan - 0 - 3596710476343 - 3596710470754 - OFF#77e39af6a3b4f08f35900f57273e0cec
Râpé aux 3 Fromages - rape au fromage - - Casino - 0 - 3222476651242 - 3222476651242 - OFF#94f3334fb3264be1ef168eb7312615fc
Gratin d'Aubergines - gratin aubergine - - Carrefour - 0 - 3245411442224 - 3245411442224 - OFF#63c868168a1c343fcbd07201fe454ace
Parmigiano Reggiano - parmigiano reggiano - - Delhaize - 0 - 5400119520430 - 2273210006379 - OFF#5d7ba3d055d7348bfabbcb4c0cef624b
Lasagnes Bolognaise - lasagne bolognaise - - Casino - 0 - 3222475618055 - 3222471975251 - OFF#8425a7b1ec1b259a442086db8c9d53af
Gruyère Râpé Igp France - gruyere rape igp france - - Les Mousquetaires - 0 - 3250390547372 - 3250390547372 - OFF#beda543d68a75bbbe730231e0dd61fc6
Leerdammer Rape Fondant - leerdammer rape fondant - - group Bel - 0 - 8721800084756 - 8721800084756 - OFF#9c580528ce22bb287333d60f6d93b8b1
3 Fromages Special Pasta - fromage special pasta - - Carrefour - 0 - 5400101217393 - 5400101217393 - OFF#a8d7803bdc92ef189608224fb9d18246
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'œuf', 'quantity': 'unité', 'weight': '50', 'cooking': 'au plat', 'brand': '', 'company': '', 'type': "produit d'origine animale", '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 '% 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
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
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': 'Pâté', 'normName': ' pate ', 'comment': '', 'normComment': '', 'rank': 35, 'id': 'CIQ#afa9f7f047da1f15de2883f037186a92', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['TR5.w150'], 'type': 'féculent', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Jambon Cru', 'normName': ' jambon cru ', 'comment': '', 'normComment': '', 'rank': 9885, 'id': 'CIQ#64b8482a5f9494f91650a6dfbb0cd41e', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['TR3.w25'], 'type': 'charcuterie', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': '4 Fromages', 'normName': ' fromage ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#c8cd68a6706c722e0c37c2f9072e4249', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['PIZ.w400', 'SLI.w70'], 'type': 'produit laitier', 'gtin': '3560070506491', 'gtinRef': '3245411954277', 'brand': 'Carrefour', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Oeuf', 'normName': ' oeuf ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 177, 'id': 'CIQ#89c78a1c04879b2ae973694f50092c79', 'quantity': 'unité', 'quantityLem': '', 'pack': ['OEU.w60'], 'type': "produit d'origine animale", 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 7.264868974685669}
----------------------------------------------------------------------------------
LLM CPU Time: 7.264868974685669