Input path: /home/debian/html/nutritwin/output_llm/67bf60c0aa3a5/input.json
Output path: /home/debian/html/nutritwin/output_llm/67bf60c0aa3a5/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:
==================================================================================================================================
Image to be analyzed: /home/debian/html/nutritwin/output_llm/67bf60c0aa3a5/capture.jpg
##############################################################################################
# For image extraction, pixtral-large-2411 is used #
##############################################################################################
==================================== Prompt =============================================
In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods.
Ignore what it is not connected to nutrition, beverage or food.
When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each.
The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french.
Provide a solution without explanation.
Use only the food & beverage ontology described in this Turtle/RDF model:
"""
@prefix food: .
@prefix rdfs: .
@prefix xsd: .
@prefix owl: .
@prefix prov: .
food: a owl:Ontology ;
rdfs:comment "Definition of the food archetype"@en .
food:name a owl:DatatypeProperty;
rdfs:label "name"@en;
rdfs:comment """Food or beverage identifier, the name should not contain information related to quantity or container (like glass...).
Ignore food or beverage when it is not consumed in the past, now or in the future.
The cooking mode is not in the name. The name is only in french."""@en;
rdfs:range xsd:string.
food:quantity a owl:DatatypeProperty ;
rdfs:label "quantity"@en;
rdfs:comment "The quantity of food or drink that is or was consumed. Quantity is only in french. Here are examples: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en;
rdfs:range xsd:string.
food:cookingMethod a owl:DatatypeProperty ;
rdfs:label "cooking method"@en;
rdfs:comment "The cooking method of food. The cooking method is in french."@en;
rdfs:range xsd:string.
food:type a owl:DatatypeProperty ;
rdfs:label "type of food"@en;
rdfs:comment "Identify the type of food."@en;
rdfs:range xsd:string.
food:food a food:type ;
rdfs:label "food" .
food:beverage a food:type ;
rdfs:label "beverage" .
food:timeOfTheDay a owl:DatatypeProperty ;
rdfs:label "time of the day"@en;
rdfs:comment "Time of the day when food or drink was consumed."@en;
rdfs:range xsd:string.
food:breakfast a food:timeOfTheDay ;
rdfs:label "breakfast" .
food:lunch a food:timeOfTheDay ;
rdfs:label "lunch" .
food:snacking a food:timeOfTheDay ;
rdfs:label "snacking" .
food:dinner a food:timeOfTheDay ;
rdfs:label "dinner" .
food:brand a owl:DatatypeProperty ;
rdfs:label "Brand"@en;
rdfs:comment """Food or beverage brand. The restaurants are not brand.
When the name is very known (ex: Activia, Coca) and the brand is not mentioned, guess the brand."""@en;
rdfs:range xsd:string.
food:company a owl:DatatypeProperty ;
rdfs:label "Company"@en;
rdfs:comment "Product company."@en;
rdfs:range xsd:string.
food:enumEvent a rdfs:Class .
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
"""
Here is an example of result:
[
{
"name": "blanquette de veau",
"quantity": "un plat",
"cookingMethod": "mijot\u00e9",
"timeOfTheDay": "lunch",
"company": "Leclerc",
"type": "food",
"event": "declaration"
},
{
"name": "eau",
"brand": "Evian",
"company": "Danone",
"timeOfTheDay": "breakfast",
"quantity": "un verre",
"type": "beverage",
"event": "intent"
}
]
=========================================================================================
------------------------------ LLM Raw response -----------------------------
[
{
"name": "salade",
"quantity": "une assiette",
"type": "food",
"event": "declaration"
},
{
"name": "tomate",
"quantity": "trois tranches",
"type": "food",
"event": "declaration"
},
{
"name": "oignon rouge",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "pain pita",
"quantity": "quatre morceaux",
"cookingMethod": "grill\u00e9",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "salade",
"quantity": "une assiette",
"type": "food",
"event": "declaration"
},
{
"name": "tomate",
"quantity": "trois tranches",
"type": "food",
"event": "declaration"
},
{
"name": "oignon rouge",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "pain pita",
"quantity": "quatre morceaux",
"cookingMethod": "grill\u00e9",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "salade",
"quantity": "une assiette",
"type": "food",
"event": "declaration"
},
{
"name": "tomate",
"quantity": "trois tranches",
"type": "food",
"event": "declaration"
},
{
"name": "oignon rouge",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "declaration"
},
{
"name": "pain pita",
"quantity": "quatre morceaux",
"cookingMethod": "grill\u00e9",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'salade', 'quantity': 'une assiette', 'type': 'food', 'event': 'declaration'}, {'name': 'tomate', 'quantity': 'trois tranches', 'type': 'food', 'event': 'declaration'}, {'name': 'oignon rouge', 'quantity': 'plusieurs tranches', 'type': 'food', 'event': 'declaration'}, {'name': 'noix', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'pain pita', 'quantity': 'quatre morceaux', 'cookingMethod': 'grillé', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'salade', 'quantity': 'une assiette', 'type': 'food', '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 %' 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
Salade Niçoise - salade nicoise - - - 1348 - - - KCA#efe4104c925882c65bd6f6b73fa7d83d
Salade de Thon - salade de thon - - - 497 - - - KCA#045576a4e0c108e96a1b52eeba4beadd
Salade d'Hiver - salade hiver - - - 78 - - - KCA#5a960774d04f50fe578e463e0f9e2162
Salade Annette - salade annette - - - 41 - - - KCA#79c3168ea2ae726f8a9413652e1e494d
Salade Sucrine - salade sucrine - crue - - 0 - - - CIQ#585cc2b31af0e7eb529fdf895528fe05
Salade Toscane - salade toscane - aux Haricots blancs - - 18 - - - KCA#be8ed7a89aed17fdfb40b9281b842da6
Salade au Crabe - salade crabe - - - 146 - - - KCA#49933e7bbe5c7951d1dc36a9f359bb9e
Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1
Salade de Crabe - salade de crabe - - - 41 - - - KCA#5f326d471456f93c0648be1cdc2d972b
Salade Bretonne - salade bretonne - - - 24 - - - KCA#f0ec29196404ebd264368d7a3d6ec613
Salade d'Endives - salade endive - - - 3059 - - - KCA#22f49bd5d9db2619011406f0bcce4e4b
Salade Mexicaine - salade mexicaine - - - 71 - - - KCA#baefde744d8bd6461d54f675f6d9df8f
Salade d'Oranges - salade orange - - - 71 - - - KCA#a7fe61d6cb0d6c12eba4ca95e0f74781
Salade Parmesane - salade parmesane - - - 37 - - - KCA#00d21cf2bcf54f149c3be1e85cc57c86
Salade de Boeufs - salade de boeuf - - - 31 - - - KCA#6e7fef1920807286c41436f9dd80d7cd
Salade Savoyarde - salade savoyarde - - - 22 - - - KCA#3f0772f9b75d2e84abb90af05577fa4f
Salade Orientale - salade orientale - - - 19 - - - KCA#1357f3188295c40790017dd101179e20
Salade Antiboise - salade antiboise - - - 14 - - - KCA#31b0831c98bae8b9e92f1a2c4b233310
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'tomate', 'quantity': 'trois tranches', 'type': 'food', '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 '% tomate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Tomate - tomate - crue - - 50564 - - - CIQ#9019c33adc1aff1aeff07888f760e3dc
Tomate - tomate - purée - - 0 - - - CIQ#98e08e3b00fecca745d7da29e1015a95
Tomate - tomate - pulpe - - 0 - - - CIQ#fd785fdebdb36567c615d2cf46456ffd
Tomate - tomate - concentré - - 0 - - - CIQ#7020e6d5e5bd9e09aaa1661220ba09b7
Tomate - tomate - pelée, égouttée - - 0 - - - CIQ#e42ed02a1db9c324a72333e04d401dc1
Tomate - tomate - double concentré - - 0 - - - CIQ#316f9d6fdf5ec84b18998fae96416e09
Tomate - tomate - séchée, à l'huile - - 0 - - - CIQ#b7e1592c157fef2c1429cdc04e65f429
Tomate - tomate - rôtie/cuite au four - - 0 - - - CIQ#abc1ee10e1ef1b8d9ea01e5cf5081ac9
Tomate - tomate - pulpe et peau, rôtie/cuite au four - - 0 - - - CIQ#a670b9fa38af8c6557b321a08d7ab367
Tomate Ronde - tomate ronde - crue - - 0 - - - CIQ#684dc9134dc864e3c83f5330fa9965d4
Tomate Farcie - tomate farcie - - - 1889 - - - CIQ#6662d127dcc7f87a176e7cda4540b6d5
Tomate Cerise - tomate cerise - crue - - 0 - - - CIQ#9f76e2172737f480f1c9b66f3627bfb0
Tomate Grappe - tomate grappe - crue - - 0 - - - CIQ#2bdccc054e39de9382dcb2ff97b1204d
Tomate Cerise - tomate cerise - tomate cerise - - 0 - - - KCA#fc7d1647e177b261c9a22262037f6216
Tomate Séchée - tomate sechee - tomate séchée - - 0 - - - KCA#1dfa8e1ad113a5175e6a3ba4bee46416
Tomates au Four - tomate four - au four - - 0 - - - KCA#7bd06a9534bdcb97e7af0143ac0124d5
Tomates Farcies - tomate farcie - tomates farcies - - 0 - - - KCA#6e01a7596f6a74b9bca3e51ca2721e81
Tomates Tartares - tomate tartare - tomates tartares - - 0 - - - KCA#e15190c59aa8508125d81de65be88670
Tomate Concentrée - tomate concentree - tomate concentrée - - 0 - - - KCA#22854ad0ad81beeccc0841c1f0c5d66c
Tomates Provençales - tomate provencale - tomates provençales - - 0 - - - KCA#799358a4b450be03bfd4014d3908c6dc
----------------------------------------------------
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': 'oignon rouge', 'quantity': 'plusieurs tranches', 'type': 'food', '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 '% oignon rouge %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Oignon Rouge - oignon rouge - cru - - 0 - - - CIQ#a3a90e3b821f84d7a74d50f24f98c096
Oignon Rouge - oignon rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#3272cac72e2186557cc2070def22749a
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'noix', 'quantity': 'plusieurs', 'type': 'food', '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: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'pain pita', 'quantity': 'quatre morceaux', 'cookingMethod': 'grillé', 'type': 'food', '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 '% pain pita %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Pain Pita - pain pita - - - 951 - - - KCA#0a6b29619370c1e5c09e5ec16992feed
Pain Pita à l'Agneau et au Taboulé - pain pita agneau taboule - - - 79 - - - KCA#7c1aec5728eb841ff01e4d18ec1c10eb
----------------------------------------------------
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67bf60c0aa3a5/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['SAL.w170'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'SAL-100', 'posiNormName': 0}, {'name': 'Tomate', 'normName': ' tomate ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 50564, 'id': 'CIQ#9019c33adc1aff1aeff07888f760e3dc', 'quantity': 'trois tranches', 'quantityLem': '3 tranche', 'pack': ['TOM.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Oignon Rouge', 'normName': ' oignon rouge ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 0, 'id': 'CIQ#a3a90e3b821f84d7a74d50f24f98c096', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['NUT.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pain Pita', 'normName': ' pain pita ', 'comment': '', 'normComment': '', 'rank': 951, 'id': 'KCA#0a6b29619370c1e5c09e5ec16992feed', 'quantity': 'quatre morceaux', 'quantityLem': '4 morceau', 'pack': ['GA1.w80'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 7.487987995147705}
----------------------------------------------------------------------------------
LLM CPU Time: 7.487987995147705