Input path: /home/debian/html/nutritwin/output_llm/69084032771e1/input.json
Output path: /home/debian/html/nutritwin/output_llm/69084032771e1/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/69084032771e1/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": "noisettes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "amandes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix de cajou",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "noisettes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "amandes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix de cajou",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "noisettes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "amandes",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
},
{
"name": "noix de cajou",
"quantity": "plusieurs",
"type": "food",
"event": "unknownEvent"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'noisettes', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'noix', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'amandes', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'noix de cajou', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'noisettes', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}
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 '% noisette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Café Noisette - cafe noisette - - - 971 - - - KCA#0fc9cdc7bb8a494e3e53719b2bee98c8
Huile de Noisette - huile de noisette - - - 0 - - - CIQ#24bed2b2c48a227f44a6872ed2618569
Boisson au Soja Noisette - boisson soja noisette - - - 20 - - - KCA#87e793ca44d2d523db4b70ace49d3e51
Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54
Pomme de Terre Noisette - pomme de terre noisette - surgelée - - 157 - - - CIQ#bce127ab00d79ace0ff66e3709eafd22
Pomme de Terre Noisette - pomme de terre noisette - surgelée, crue - - 0 - - - CIQ#391f5b673a701be591447c173adaf18f
Pomme de Terre Noisettes Surgelées - pomme de terre noisette surgelee - - - 0 - - - KCA#d43857a6fbd01bb1731fde84cf29cfa5
Cervelles au Beurre Noisette - cervelle beurre noisette - - - 4 - - - KCA#1bac1429347e303fdba3fd4cb394a2fb
Bouchées Chocolat-noisettes - bouchee chocolat noisette - - - 50 - - - KCA#bf1495123a9a4c627909d042f0dc26ce
Parfaits Chocolat Noir Noisettes - parfait chocolat noir noisette - - - 18 - - - KCA#205552965fb668730b8519c91500d669
Pétales de Blé Avec Noix, Noisettes ou Amandes - petale de ble avec noix noisette ou amande - - - 7 - - - KCA#3a4b816b40d2ca2fcf1525d8761ea6cf
Saucisson Sec aux Noix Et/ou Noisettes - saucisson sec au noix et/ou noisette - - - 0 - - - CIQ#7ca1c35bcbabd2cf0891661c40e8f457
Barre Céréalière aux Amandes ou Noisettes - barre cerealiere au amande ou noisette - - - 0 - - - CIQ#5f4a2840e6a66958acf93b120dc45c13
Gaufrette Fourrée, Chocolat, Vanille ou Noisette - gaufrette fourree chocolat vanille ou noisette - - - 159 - - - KCA#75baba95a2a821d1233cfdd709037734
Céréales pour Petit Déjeuner Fourrées au Chocolat ou Chocolat-noisettes - cereale pour petit dejeuner fourree chocolat ou chocolat noisette - - - 3 - - - CIQ#b2f581ebe4c1d7c626f9b82500c40f2d
Céréales pour Petit Déjeuner Fourrées au Chocolat ou Chocolat-noisettes - cereale pour petit dejeuner fourree chocolat ou chocolat noisette - enrichies en vitamines et minéraux - - 0 - - - CIQ#deb33f8fd6e7d92ffd7460e84d331dc8
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'noix', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}
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': 'amandes', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}
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 '% amande %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Amandes - amande - - - 23047 - - - KCA#012a83249a5cbabafed0de179aaca5da
Amande en Poudre - amande en poudre - - - 91 - - - KCA#84f509d9064df493618543ed66b9b843
Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b
Huile d'Amande - huile amande - - - 0 - - - CIQ#b758fa48f8ec21785c221dc72ac5d106
Huile d'Amandes d'Abricot - huile amande abricot - - - 0 - - - CIQ#988772c5421f9e7634d03e06d8f9bc55
Poudre d'Amande - poudre amande - - - 54 - - - KCA#940d13e2f22c9e54d7842567cfb862c8
Boisson à l'Amande - boisson amande - sucrée, enrichie en calcium - - 0 - - - CIQ#586bda213d727b6e7096bd8244ad79f1
Boisson à l'Amande - boisson amande - nature, non sucrée, non enrichie - - 0 - - - CIQ#a69902a71e7a5df16d23968bc2d5bb0e
Tuiles aux Amandes - tuile au amande - aux amandes - - 0 - - - KCA#8c8fa294c20d189443a74b73c151303c
Tarte aux Amandes et au Citron - tarte au amande citron - au citron - - 0 - - - KCA#8934fe43d8cdd26673d1770597323740
Gâteau aux Amandes - gateau au amande - - - 541 - - - KCA#39c2c42e72d6b1bda1758b20da0c918b
Friand aux Amandes - friand au amande - - - 31 - - - KCA#14a88965b3269d8f409019f16d631e15
Biscuit aux Amandes - biscuit au amande - - - 396 - - - KCA#1be7bc1290251ba74354d430dad651be
Brioche aux Amandes - brioche au amande - - - 183 - - - KCA#ea646358ee4723768ef79418e5025006
Grondins aux Amandes - grondin au amande - - - 0 - - - KCA#74e8022f06931cb10d3a63d0e862313e
Charlotte aux Amandes - charlotte au amande - - - 2 - - - KCA#ee164dfcdcc2505142d7b535bf02f417
Croissant aux Amandes - croissant au amande - artisanal - - 0 - - - CIQ#09009466d5ee111e22cbfc099ea58f4a
Barre Céréalière aux Amandes ou Noisettes - barre cerealiere au amande ou noisette - - - 0 - - - CIQ#5f4a2840e6a66958acf93b120dc45c13
Pétales de Blé Avec Noix, Noisettes ou Amandes - petale de ble avec noix noisette ou amande - - - 7 - - - KCA#3a4b816b40d2ca2fcf1525d8761ea6cf
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'noix de cajou', 'quantity': 'plusieurs', 'type': 'food', 'event': 'unknownEvent'}
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 de cajou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
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
Tartelettes aux Noix de Cajou - tartelette au noix de cajou - de cajou - - 0 - - - KCA#be73e050b0c8b1150a9834976e3b3ee0
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/69084032771e1/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Café Noisette', 'normName': ' cafe noisette ', 'comment': '', 'normComment': '', 'rank': 971, 'id': 'KCA#0fc9cdc7bb8a494e3e53719b2bee98c8', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['TA2', 'TAS', 'TAC', 'TA3', 'MUG', 'BOL'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 5}, {'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': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Amandes', 'normName': ' amande ', 'comment': '', 'normComment': '', 'rank': 23047, 'id': 'KCA#012a83249a5cbabafed0de179aaca5da', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['POG.w25', 'AMA.w1'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Noix de Cajou', 'normName': ' noix de cajou ', 'comment': 'grillée, non salée', 'normComment': ' grillee non salee ', 'rank': 4580, 'id': 'CIQ#1d3f653c5638bf26ec0a3dd1b4d5d7f8', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['POG.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.832314729690552}
----------------------------------------------------------------------------------
LLM CPU Time: 4.832314729690552