Input path: /home/debian/html/nutritwin/output_llm/672764e852579/input.json
Output path: /home/debian/html/nutritwin/output_llm/672764e852579/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 verte",
"quantity": "portion",
"weight": "50",
"cooking": "cru",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "betterave",
"quantity": "portion",
"weight": "30",
"cooking": "cuite",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "fromage",
"quantity": "portion",
"weight": "20",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "saucisson",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "charcuterie",
"time": "déjeuner",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "salade verte",
"quantity": "portion",
"weight": "50",
"cooking": "cru",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "betterave",
"quantity": "portion",
"weight": "30",
"cooking": "cuite",
"brand": "",
"company": "",
"type": "légume",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "fromage",
"quantity": "portion",
"weight": "20",
"cooking": "",
"brand": "",
"company": "",
"type": "produit laitier",
"time": "déjeuner",
"event": "declaration"
},
{
"name": "saucisson",
"quantity": "portion",
"weight": "30",
"cooking": "",
"brand": "",
"company": "",
"type": "charcuterie",
"time": "déjeuner",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "salade verte", "quantity": "portion", "weight": "50", "cooking": "cru", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "betterave", "quantity": "portion", "weight": "30", "cooking": "cuite", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "fromage", "quantity": "portion", "weight": "20", "cooking": "", "brand": "", "company": "", "type": "produit laitier", "time": "déjeuner", "event": "declaration" }, { "name": "saucisson", "quantity": "portion", "weight": "30", "cooking": "", "brand": "", "company": "", "type": "charcuterie", "time": "déjeuner", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'salade verte', 'quantity': 'portion', 'weight': '50', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'betterave', 'quantity': 'portion', 'weight': '30', 'cooking': 'cuite', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'fromage', 'quantity': 'portion', 'weight': '20', 'cooking': '', 'brand': '', 'company': '', 'type': 'produit laitier', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'saucisson', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'charcuterie', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'salade verte', 'quantity': 'portion', 'weight': '50', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'légume', '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 verte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Salade Verte - salade verte - avec vinaigrette - - 61586 - - - KCA#4ab5b82c387924b3ce222cda9fdf1f3e
Salade Verte - salade verte - sans vinaigrette - - 15302 - - - KCA#ffaecdf2b67b1ae9d2055afa2173c027
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'betterave', 'quantity': 'portion', 'weight': '30', 'cooking': 'cuite', 'brand': '', 'company': '', 'type': 'légume', '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 '% betterave %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Betterave Rouge - betterave rouge - - - 8160 - - - CIQ#19e3af05ec2db8b4603c4be2bc446a39
Betterave Ménagère - betterave menagere - - - 196 - - - KCA#cf59645b55ec29f3def37e35399eb3d0
Jus de Betterave, Carotte et Epinard - ju de betterave carotte epinard - - - 190 - - - KCA#bc44fc6902bae2f6850e3afe6f063d2d
Salade Betteraves et Agneau au Miel - salade betterave agneau miel - - - 24 - - - KCA#2166cb4870932bad02161df026c04633
Salade Betterave, Fenouil et Saumon au Carvi - salade betterave fenouil saumon carvi - - - 31 - - - KCA#7c82baca18b6e6cbeeeec05c39082e8f
Salade de Betterave, Haricots, Feta et Menthe - salade de betterave haricot feta menthe - - - 106 - - - KCA#f31a5e8ed43442368982779c1513d16f
Risotto aux Betteraves - risotto au betterave - et à la roquette - - 9 - - - KCA#dfb88f6aa624f0c1011b6e69bfa34b69
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'fromage', 'quantity': 'portion', 'weight': '20', 'cooking': '', '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: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'saucisson', 'quantity': 'portion', 'weight': '30', 'cooking': '', 'brand': '', 'company': '', 'type': 'charcuterie', '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 '% saucisson %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Saucisson Sec - saucisson sec - - - 12884 - - - CIQ#c5e0d6e793c69889cc8d0eae20701a53
Saucisson à l'Ail - saucisson ail - - - 988 - - - CIQ#a8c22f43e47e1d57de86c649c45531b7
Saucisson Brioché - saucisson brioche - - - 6 - - - CIQ#2aacf1669bcaf8c7e2a9c6945ebc97e6
Saucisson de Paris - saucisson de pari - - - 0 - - - CIQ#c00091f7ec85a77e42b56c951e697f9a
Saucisson de Paris - saucisson de pari - fumé - - 0 - - - CIQ#1d1247904ade35b777510560d63159e9
Saucisson Sec Pur Porc - saucisson sec pur porc - - - 219 - - - CIQ#eb15e1db55ad4a347f9ba03a2e83b840
Saucisson Sec Pur Porc - saucisson sec pur porc - qualité supérieure - - 0 - - - CIQ#62213e836d08b892e7eb1b2550ecb54e
Saucisson Cuit Pur Porc - saucisson cuit pur porc - - - 0 - - - CIQ#070df1dbb406a501caea7b0aa6a3210f
Saucisson Sec aux Noix Et/ou Noisettes - saucisson sec au noix et/ou noisette - - - 0 - - - CIQ#7ca1c35bcbabd2cf0891661c40e8f457
Mini Saucissons Secs - mini saucisson sec - - - 460 - - - KCA#e1d4505826c877f5b2812000118baa33
Mini Saucissons Secs aux Noix - mini saucisson sec au noix - - - 60 - - - KCA#d4e235908d2ff232a5bf08080c5b6d76
Salade de Céleri au Saucisson - salade de celeri saucisson - - - 32 - - - KCA#4d0f28df020683ad006ad953752ad35c
----------------------------------------------------
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 Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['SAL.w170'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Betterave Rouge', 'normName': ' betterave rouge ', 'comment': '', 'normComment': '', 'rank': 8160, 'id': 'CIQ#19e3af05ec2db8b4603c4be2bc446a39', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['LEG.w150'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': 'LEG-10', 'posiNormName': 0}, {'name': 'Fromage', 'normName': ' fromage ', 'comment': '', 'normComment': '', 'rank': 23096, 'id': 'KCA#e2646df35885ba5fc75c406a551c9fbc', 'quantity': 'portion', 'quantityLem': 'portion', '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': 'Saucisson Sec', 'normName': ' saucisson sec ', 'comment': '', 'normComment': '', 'rank': 12884, 'id': 'CIQ#c5e0d6e793c69889cc8d0eae20701a53', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['TR2.w10'], 'type': 'charcuterie', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.619352579116821}
----------------------------------------------------------------------------------
LLM CPU Time: 6.619352579116821