Input path: /home/debian/html/nutritwin/output_llm/672dbae891aed/input.json
Output path: /home/debian/html/nutritwin/output_llm/672dbae891aed/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": "Chocolat",
"quantity": "1",
"weight": "estimé à 40g",
"cooking": "",
"brand": "",
"company": "",
"type": "Confiserie",
"time": "grignotage",
"event": "declaration"
},
{
"name": "Crème",
"quantity": "garniture",
"weight": "estimé à 20g",
"cooking": "",
"brand": "",
"company": "",
"type": "Produit laitier",
"time": "grignotage",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "Chocolat",
"quantity": "1",
"weight": "estimé à 40g",
"cooking": "",
"brand": "",
"company": "",
"type": "Confiserie",
"time": "grignotage",
"event": "declaration"
},
{
"name": "Crème",
"quantity": "garniture",
"weight": "estimé à 20g",
"cooking": "",
"brand": "",
"company": "",
"type": "Produit laitier",
"time": "grignotage",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "Chocolat", "quantity": "1", "weight": "estimé à 40g", "cooking": "", "brand": "", "company": "", "type": "Confiserie", "time": "grignotage", "event": "declaration" }, { "name": "Crème", "quantity": "garniture", "weight": "estimé à 20g", "cooking": "", "brand": "", "company": "", "type": "Produit laitier", "time": "grignotage", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'Chocolat', 'quantity': '1', 'weight': 'estimé à 40g', 'cooking': '', 'brand': '', 'company': '', 'type': 'Confiserie', 'time': 'grignotage', 'event': 'declaration'}, {'name': 'Crème', 'quantity': 'garniture', 'weight': 'estimé à 20g', 'cooking': '', 'brand': '', 'company': '', 'type': 'Produit laitier', 'time': 'grignotage', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'Chocolat', 'quantity': '1', 'weight': 'estimé à 40g', 'cooking': '', 'brand': '', 'company': '', 'type': 'Confiserie', 'time': 'grignotage', '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 '% chocolat %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Chocolat - chocolat - en tablette, aliment moyen - - 0 - - - CIQ#ce78d6e2da46a5b975cfe742e849374c
Chocolat au Lait - chocolat lait - - - 17100 - - - KCA#7a8849f6f600e38254b01cd2dcb2e2eb
Chocolat à l'Eau - chocolat eau - - - 853 - - - KCA#31815811896ede162223a8bb59e9dc11
Chocolat au Lait - chocolat lait - tablette - - 0 - - - CIQ#0c766e8e90e26098e79738866cacd819
Chocolat au Lait - chocolat lait - aux Céréales croustillantes - - 2056 - - - KCA#f5d4edabe0f965da0f72bcc4c5dfb4c2
Chocolat Liégeois - chocolat liegeoi - - - 116 - - - KCA#3a4aab213a2571bd6870873db5260b98
Chocolat en Poudre - chocolat en poudre - - - 624 - - - KCA#cff72918732e66361d144848bd6d76cd
Chocolat en Poudre - chocolat en poudre - et lait demi écrémé - - 9752 - - - KCA#04fe986b8c7c6d36b63cbd16492b7712
Chocolat Noir à Croquer - chocolat noir croquer - - - 18834 - - - KCA#9b500c08695e76b67b18e2fa08773333
Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54
Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao - - 7359 - - - KCA#0268c0bb7380b1456496d668269e3ff4
Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao sans sucre ajouté - - 1221 - - - KCA#34b04a8e141eece15dc24eb779ae71ef
Chocolat Noir aux Fruits Secs - chocolat noir au fruit sec - noisettes, amandes, raisins, praline, tablette - - 0 - - - CIQ#2ebd03c0dd9aab3bfb07ac8958b5239c
Chocolat Noir à 70% Cacao Minimum - chocolat noir 70% cacao minimum - extra, dégustation, tablette - - 0 - - - CIQ#fece0a5a54ed327de64a617f20b78b6c
Chocolat Noir sans Sucres Ajoutés - chocolat noir san sucre ajoute - avec édulcorants, en tablette - - 0 - - - CIQ#3cece312c84cb7ddd4bcc80edf31a153
Chocolat au Lait sans Sucres Ajoutés - chocolat lait san sucre ajoute - avec édulcorants, tablette - - 0 - - - CIQ#09bc5fef8a8b1113265bb2a0ddc95b2f
Pain au Chocolat - pain chocolat - - - 8865 - - - CIQ#aa621dd97d922a7b28ca0ee09aed7449
Pain au Chocolat Feuilleté - pain chocolat feuillete - artisanal - - 0 - - - CIQ#bd38d8f7658a11f0a504009aaaa44ead
Crème au Chocolat - creme chocolat - - - 210 - - - KCA#bcc59e88e7d8f6babecc21c8b7e622aa
Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'Crème', 'quantity': 'garniture', 'weight': 'estimé à 20g', 'cooking': '', 'brand': '', 'company': '', 'type': 'Produit laitier', 'time': 'grignotage', '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 '% creme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Crème Brûlée - creme brulee - - - 2036 - - - CIQ#fb47d972c3235031e77872ab47edea90
Crème Glacée - creme glacee - - - 75 - - - KCA#8820e573b99382de73014a15b0d7c7ce
Crème Budwig - creme budwig - - - 67 - - - KCA#37b84ac1cf02c7b5af7c063092471702
Crème Caramel - creme caramel - - - 785 - - - CIQ#9b1a7de729117c48208207b602ef0c61
Crème Dessert - creme dessert - allégée en MG - - 0 - - - CIQ#8fe86c58d5dc87c9462eb0352906d409
Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6
Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6
Crème de Lait - creme de lait - 30% MG, épaisse - - 0 - - - CIQ#35b3b52ce414c46b9521dbadca3b4f72
Crème Dessert - creme dessert - ou, aliment moyen - - 0 - - - CIQ#8847a8a965102f9c766313330b309171
Crème de Lait - creme de lait - 30% MG, semi-épaisse, UHT - - 0 - - - CIQ#c172514f538c77d86a9279976eae139c
Crème de Lait - creme de lait - 15 à 20% MG, légère, épaisse - - 0 - - - CIQ#71074e239667225ab9e4ca96d2f07421
Crème de Lait - creme de lait - 15 à 20% MG, légère, semi-épaisse, UHT - - 0 - - - CIQ#9e94db33d0474e009b6e7d2384d42c2e
Crème Anglaise - creme anglaise - - - 617 - - - CIQ#662728c9f775df46387173c0b53fb2c8
Crème Renversée - creme renversee - - - 45 - - - KCA#4469bf359ffb29d65e2f418243a9cb5d
Crème au Beurre - creme beurre - - - 43 - - - KCA#8239042903c3d4e3b577b2c276b39ee8
Crème de Cassis - creme de cassi - - - 35 - - - CIQ#f94a8329b70a1b8ad0a1663896f24039
Crème d'Asperge - creme asperge - - - 30 - - - KCA#cbc1c83ffe548199d6dd183d80ce7ed1
Crème Chantilly - creme chantilly - sous pression, UHT - - 0 - - - CIQ#6b0464a56ccdb51b3c17e59e68e22b71
Crème aux Oeufs - creme au oeuf - petit pot de crème chocolat, vanille,. - - 0 - - - CIQ#c689a34c0bb9bd503090d74056c099c9
Crème Pâtissière - creme patissiere - - - 315 - - - CIQ#4a1bb8cbb62b551d13c27f59258958f5
----------------------------------------------------
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': 'Chocolat', 'normName': ' chocolat ', 'comment': 'en tablette, aliment moyen', 'normComment': ' en tablette aliment moyen ', 'rank': 0, 'id': 'CIQ#ce78d6e2da46a5b975cfe742e849374c', 'quantity': '1', 'quantityLem': '1', 'pack': ['CHO.w5'], 'type': 'Confiserie', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Crème Brûlée', 'normName': ' creme brulee ', 'comment': '', 'normComment': '', 'rank': 2036, 'id': 'CIQ#fb47d972c3235031e77872ab47edea90', 'quantity': 'garniture', 'quantityLem': 'garniture', 'pack': ['FLA.w125', 'RAM.w125'], 'type': 'Produit laitier', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'grignotage', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.41448450088501}
----------------------------------------------------------------------------------
LLM CPU Time: 4.41448450088501