Optical Character Recognition

Error Correction Example

Entity Agent's Disposable Node design means multiple AI models can be used to solve a problem easily.

Below we demonstrate how 2 models (llama vision from Meta USA and paddleocr from Baidu China) can work together to solve an Australian problem.

1. Coles Receipt

Supermarket receipts are normally ofr poor quality and the above receipt has been foldered and sat on a desk near for about a week so some parts have faded.

1.1. llama vision

Below is the JSON output extracted using the llama vision model which is a large language model with combined text and image capability.

Since llama is a default model we have available worldwide, it is normally used first, if needed more specialised models can be used afterwards.

{                                                                                                                                                                                                                       
  "companyName": "Coles Supermarkets Australia Pty Ltd",                                                                                                                                                                
  "abn": "45 004 189 708",                                                                                                                                                                                              
  "companyAddress": "Store: 853 - CS BONDI WESTFIELD",                                                                                                                                                                  
  "manager": "Justin",                                                                                                                                                                                                  
  "telephone": "02 8383 4800",                                                                                                                                                                                          
  "servedby": "Pinky",                                                                                                                                                                                                  
  "register": "007",                                                                                                                                                                                                    
  "receipt": "96",                                                                                                                                                                                                      
  "date": "09/03/2025",                                                                                                                                                                                                 
  "time": "12:42",                                                                                                                                                                                                      
  "currency": "$",                                                                                                                                                                                                      
  "items": [                                                                                                                                                                                                            
    {                                                                                                                                                                                                                   
      "name": "% SORBENT TOILET TSS 24PACK",                                                                                                                                                                            
      "quantity": 1,                                                                                                                                                                                                    
      "price": 13,                                                                                                                                                                                                      
      "each": "$13.00"                                                                                                                                                                                                  
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "ANGAS PARK PITTED PR 1KG",                                                                                                                                                                               
      "quantity": 1,                                                                                                                                                                                                    
      "price": 14,                                                                                                                                                                                                      
      "each": "$14.00"                                                                                                                                                                                                  
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "NUDIE ORANGE JUICE 2LITRE",                                                                                                                                                                              
      "quantity": 2,                                                                                                                                                                                                    
      "price": 19,                                                                                                                                                                                                      
      "each": "$9.50 EACH"                                                                                                                                                                                              
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "A2 DAIRY FULL CREAM 2LITRE",                                                                                                                                                                             
      "quantity": 2,                                                                                                                                                                                                    
      "price": 13.8,                                                                                                                                                                                                    
      "each": "$6.90 EACH"                                                                                                                                                                                              
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "% COLES PIZZA SUPREME 600GRAM",                                                                                                                                                                          
      "quantity": 1,                                                                                                                                                                                                    
      "price": 10,                                                                                                                                                                                                      
      "each": "$10.00"                                                                                                                                                                                                  
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "ICEBERG COS SALAD 500GRAM",                                                                                                                                                                              
      "quantity": 1,                                                                                                                                                                                                    
      "price": 5,                                                                                                                                                                                                       
      "each": "$5.00"                                                                                                                                                                                                   
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "BABY LEAF BLEND 300GRAM",                                                                                                                                                                                
      "quantity": 1,                                                                                                                                                                                                    
      "price": 5,                                                                                                                                                                                                       
      "each": "$5.00"                                                                                                                                                                                                   
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "* TWININGS TEA BAGS IN 100PACK",                                                                                                                                                                         
      "quantity": 1,                                                                                                                                                                                                    
      "price": 6.75,                                                                                                                                                                                                    
      "each": "$6.75"                                                                                                                                                                                                   
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "% COLES FZ CONVENIENCE 375GRAM",                                                                                                                                                                         
      "quantity": 4,                                                                                                                                                                                                    
      "price": 4,                                                                                                                                                                                                       
      "each": "$4.00"                                                                                                                                                                                                   
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "% COLES MIS SATAY CHIC 375GRAM",                                                                                                                                                                         
      "quantity": 1,                                                                                                                                                                                                    
      "price": 4,                                                                                                                                                                                                       
      "each": "$4.00"                                                                                                                                                                                                   
    },                                                                                                                                                                                                                  
    {                                                                                                                                                                                                                   
      "name": "COLES MEALS 3 FOR $10.95",                                                                                                                                                                               
      "quantity": 1,                                                                                                                                                                                                    
      "price": -1.05,                                                                                                                                                                                                    
      "each": "-$1.05"                                                                                                                                                                                                   
    },
    {                                                                                                                                                                                                                   
      "name": "% PARKERS PRETZELS ORI 150GRAM",                                                                                                                                                                         
      "quantity": 1,                                                                                                                                                                                                    
      "price": 4.5,                                                                                                                                                                                                     
      "each": "$4.50"                                                                                                                                                                                                   
    },
    {
      "name": "% COBS SWEET & SALTY 65GRAM",
      "quantity": 1,
      "price": 4,
      "each": "$4.00"
    },
    {
      "name": "CHEEZELS JUMPYS 2 FOR $7",
      "quantity": 1,
      "price": -1.5,
      "each": "-$1.50"
    },
    {
      "name": "* JALNA KIDS ORGANIC Y 100GRAM",
      "quantity": 4,
      "price": 6,
      "each": "$1.50 EACH"
    },
    {
      "name": "* JALNA KIDS ORGANIC Y 100GRAM",
      "quantity": 1,
      "price": 1.5,
      "each": "$1.50"
    },
    {
      "name": "% SPC PUREE FRUIT 4PACK",
      "quantity": 1,
      "price": 4,
      "each": "$4.00"
    },
    {
      "name": "* GREENS PANCAKE SHAKE 325GRAM",
      "quantity": 1,
      "price": 2.8,
      "each": "$2.80"
    },
    {
      "name": "% YAKULT 10PK DRINK 65ML",
      "quantity": 1,
      "price": 7.7,
      "each": "$7.70"
    },
    {
      "name": "* LA ESPANOLA MILD FLA 1LITRE",
      "quantity": 1,
      "price": 18,
      "each": "$18.00"
    },
    {
      "name": "% COBRAM ESTATE INFUSE 250ML",
      "quantity": 1,
      "price": 12,
      "each": "$12.00"
    },
    {
      "name": "BABY BROCCOLI BUNCH",
      "quantity": 2,
      "price": 6.4,
      "each": "$3.20 EACH"
    },
    {
      "name": "MAN/VALLEY 12PK FREE 700GRAM",
      "quantity": 1,
      "price": 7.8,
      "each": "$7.80"
    },
    {
      "name": "BANANAS PER KG",
      "quantity": 0.761,
      "price": 3.42,
      "each": "$4.50/KG"
    },
    {
      "name": "WHITE GRAPES PER KG",
      "quantity": 1.115,
      "price": 6.13,
      "each": "$5.50/KG"
    },
    {
      "name": "**MENTOS MULTI MINT 112GRAM",
      "quantity": 2.75,
      "price": 2.75,
      "each": "$2.75"
    },
    {
      "name": "COLES CHICKEN SAUSAGE 550GRAM",
      "quantity": 5.9,
      "price": 5.9,
      "each": "$5.90"
    },
    {
      "name": "* TASSAL SMOKED SALMON 250GRAM",
      "quantity": 16,
      "price": 16,
      "each": "$16.00"
    }
  ],
  "gst": 4.67,
  "totalAmount": 204.9
}

We have added an extra "each" field to the item listing:

  • when the "quantity" field for an item is NOT 1 then there should be a Details Indicator (e.g. /KG or EACH) inside the value of the "each" field to give more details on those quantities
  • otherwise it means that there is an error in the detection

In the example above we can see that the following record is wrong

    {                                                                                                                                                                                                                   
      "name": "% COLES FZ CONVENIENCE 375GRAM",                                                                                                                                                                         
      "quantity": 4,                                                                                                                                                                                                    
      "price": 4,                                                                                                                                                                                                       
      "each": "$4.00"                                                                                                                                                                                                   
    },    

We can see that the "quantity" field is 4 not 1 yet there is NO Details Indicator in the "each" field.

Since there are two consecutive purchases of the same item "COLES FZ CONVENIENCE 375GRAM" printed on the receipt, they might have confused the llama model into the combining them wrongly.

1.2. paddleocr

Your Entity Agent can now use dedicated OCR model (paddleocr) to do a more detailed scan to pick up more information about COLES FZ CONVENIENCE 375GRAM.

Below is the output from paddleocr using the same Coles receipt image above.

[2025/03/17 16:54:58] ppocr INFO: **********17421832757805910224206597936072_crop.jpg**********                                                                                                                                                                      
[2025/03/17 16:55:13] ppocr INFO: [[[120.0, 19.0], [1126.0, 22.0], [1126.0, 86.0], [120.0, 82.0]], ('Coles Supermarkets Australia Pty Ltd', 0.9541062116622925)]                                                                                                     
[2025/03/17 16:55:13] ppocr INFO: [[[182.0, 89.0], [1042.0, 89.0], [1042.0, 141.0], [182.0, 141.0]], ('Tax InvoiceA8N:45 004 189 708', 0.8821277618408203)]                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[291.0, 211.0], [1022.0, 224.0], [1018.0, 447.0], [287.0, 434.0]], ('coles', 0.9897330403327942)]                                                                                                                                
[2025/03/17 16:55:13] ppocr INFO: [[[66.0, 498.0], [929.0, 498.0], [929.0, 550.0], [66.0, 550.0]], ('Store:853-CS BONDI WESTFIELD', 0.9067391157150269)]                                                                                                             
[2025/03/17 16:55:13] ppocr INFO: [[[66.0, 561.0], [656.0, 561.0], [656.0, 613.0], [66.0, 613.0]], ('Store Manager: Justin', 0.9600939750671387)]                                                                                                                    
[2025/03/17 16:55:13] ppocr INFO: [[[62.0, 625.0], [233.0, 625.0], [233.0, 677.0], [62.0, 677.0]], ('Phone:', 0.9903489947319031)]                                                                                                                                   
[2025/03/17 16:55:13] ppocr INFO: [[[361.0, 621.0], [703.0, 621.0], [703.0, 669.0], [361.0, 669.0]], ('0283334800', 0.9272947311401367)]                                                                                                                             
[2025/03/17 16:55:13] ppocr INFO: [[[58.0, 673.0], [507.0, 673.0], [507.0, 736.0], [58.0, 736.0]], ('Served By:Pinky', 0.9499634504318237)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[54.0, 736.0], [463.0, 732.0], [463.0, 795.0], [55.0, 800.0]], ('Register: 007', 0.9475355744361877)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[809.0, 732.0], [1192.0, 732.0], [1192.0, 807.0], [809.0, 807.0]], ('Receipt:96', 0.9633113145828247)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[58.0, 807.0], [208.0, 807.0], [208.0, 863.0], [58.0, 863.0]], ('Date:', 0.998651385307312)]                                                                                                                                     
[2025/03/17 16:55:13] ppocr INFO: [[[361.0, 803.0], [649.0, 803.0], [649.0, 855.0], [361.0, 855.0]], ('09/03/2025', 0.9963690042495728)]                                                                                                                             
[2025/03/17 16:55:13] ppocr INFO: [[[816.0, 803.0], [977.0, 803.0], [977.0, 859.0], [816.0, 859.0]], ('Time:', 0.9665578603744507)]                                                                                                                                  
[2025/03/17 16:55:13] ppocr INFO: [[[1042.0, 803.0], [1181.0, 803.0], [1181.0, 859.0], [1042.0, 859.0]], ('12:42', 0.9663459658622742)]                                                                                                                              
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 922.0], [379.0, 922.0], [379.0, 985.0], [55.0, 985.0]], ('Description', 0.9937225580215454)]                                                                                                                              
[2025/03/17 16:55:13] ppocr INFO: [[[1090.0, 922.0], [1137.0, 922.0], [1137.0, 985.0], [1090.0, 985.0]], ('$', 0.9987080097198486)]                                                                                                                                  
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 1045.0], [816.0, 1045.0], [816.0, 1097.0], [55.0, 1097.0]], ('%SORBENT TOILET ISS Z4PACK', 0.8784918189048767)]                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[1046.0, 1045.0], [1192.0, 1045.0], [1192.0, 1100.0], [1046.0, 1100.0]], ('13.00', 0.9984243512153625)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[113.0, 1104.0], [795.0, 1108.0], [794.0, 1160.0], [113.0, 1156.0]], ('ANGAS PARK PITTED PR 1KG', 0.9217420220375061)]                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[1046.0, 1108.0], [1188.0, 1108.0], [1188.0, 1164.0], [1046.0, 1164.0]], ('14.00', 0.9977127909660339)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[113.0, 1167.0], [817.0, 1171.0], [816.0, 1223.0], [113.0, 1219.0]], ('NUDIE ORANGE JUICE 2IITRE', 0.898023784160614)]                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[1042.0, 1171.0], [1188.0, 1171.0], [1188.0, 1227.0], [1042.0, 1227.0]], ('19.00', 0.9985156059265137)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[200.0, 1231.0], [598.0, 1231.0], [598.0, 1283.0], [200.0, 1283.0]], ('2@$9.50EACH', 0.9500343799591064)]                                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[117.0, 1290.0], [838.0, 1290.0], [838.0, 1342.0], [117.0, 1342.0]], ('A2 DAIRY FULL CREAM 2LITRE', 0.9141474366188049)]                                                                                                         
[2025/03/17 16:55:13] ppocr INFO: [[[1042.0, 1294.0], [1188.0, 1294.0], [1188.0, 1350.0], [1042.0, 1350.0]], ('13.80', 0.9953176379203796)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[197.0, 1357.0], [598.0, 1357.0], [598.0, 1409.0], [197.0, 1409.0]], ('2@ $6.90 EACH', 0.9151591062545776)]                                                                                                                      
[2025/03/17 16:55:13] ppocr INFO: [[[58.0, 1416.0], [867.0, 1416.0], [867.0, 1468.0], [58.0, 1468.0]], ('%COLES PIZZA SUPREME 6OOGRAM', 0.9311746954917908)]                                                                                                         
[2025/03/17 16:55:13] ppocr INFO: [[[1042.0, 1416.0], [1188.0, 1416.0], [1188.0, 1472.0], [1042.0, 1472.0]], ('10.00', 0.997810959815979)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[117.0, 1480.0], [816.0, 1480.0], [816.0, 1532.0], [117.0, 1532.0]], ('ICEBERG COS SALAD 5OOGRAM', 0.9468113780021667)]                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 1480.0], [1188.0, 1480.0], [1188.0, 1535.0], [1064.0, 1535.0]], ('5.00', 0.9985412359237671)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[113.0, 1539.0], [758.0, 1539.0], [758.0, 1591.0], [113.0, 1591.0]], ('BABY LEAF BIEND 3OOGRAM', 0.8851689100265503)]                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 1531.0], [1190.0, 1540.0], [1185.0, 1600.0], [1059.0, 1590.0]], ('5.00', 0.9977185130119324)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 1598.0], [893.0, 1606.0], [893.0, 1658.0], [51.0, 1651.0]], ('* TWININGS TEA BAGS 1OOPACK', 0.9123839139938354)]                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 1599.0], [1192.0, 1599.0], [1192.0, 1666.0], [1061.0, 1666.0]], ('6.75', 0.9954995512962341)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 1662.0], [900.0, 1666.0], [900.0, 1718.0], [51.0, 1714.0]], ('%COLES FZ CONVENIENCE 375GRAM', 0.9101614356040955)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 1666.0], [1188.0, 1666.0], [1188.0, 1721.0], [1064.0, 1721.0]], ('4.00', 0.973802924156189)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[48.0, 1725.0], [904.0, 1729.0], [904.0, 1781.0], [47.0, 1777.0]], ('%COLES FZ CONVENIENCE 375GRAM', 0.9086523652076721)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1072.0, 1729.0], [1188.0, 1729.0], [1188.0, 1784.0], [1072.0, 1784.0]], ('4.00', 0.9838540554046631)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 1792.0], [904.0, 1792.0], [904.0, 1844.0], [55.0, 1844.0]], ('%COLES MIS SATAY CHIC 375GRAM', 0.9228101968765259)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 1792.0], [1192.0, 1792.0], [1192.0, 1848.0], [1064.0, 1848.0]], ('4.00', 0.9923299551010132)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 1851.0], [736.0, 1851.0], [736.0, 1903.0], [55.0, 1903.0]], ('COLES MLAIS3FOR $10.95', 0.8726086020469666)]                                                                                                               
[2025/03/17 16:55:13] ppocr INFO: [[[1039.0, 1855.0], [1188.0, 1855.0], [1188.0, 1911.0], [1039.0, 1911.0]], ('$1.05', 0.9948092699050903)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 1915.0], [900.0, 1915.0], [900.0, 1967.0], [55.0, 1967.0]], ('%PARKERS PREIZELS ORI 15OGRAM', 0.908936083316803)]                                                                                                         
[2025/03/17 16:55:13] ppocr INFO: [[[1068.0, 1915.0], [1188.0, 1915.0], [1188.0, 1970.0], [1068.0, 1970.0]], ('4.50', 0.9975542426109314)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 1978.0], [816.0, 1978.0], [816.0, 2030.0], [55.0, 2030.0]], ('%COBS SWFF & SALTY 65GRAM', 0.8570607900619507)]                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[1068.0, 1978.0], [1188.0, 1978.0], [1188.0, 2034.0], [1068.0, 2034.0]], ('4.00', 0.9980174899101257)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 2037.0], [736.0, 2041.0], [736.0, 2093.0], [51.0, 2089.0]], ('CHEEZELS JUMPYS 2 FOR $7', 0.9253003001213074)]                                                                                                             
[2025/03/17 16:55:13] ppocr INFO: [[[1032.0, 2041.0], [1192.0, 2041.0], [1192.0, 2097.0], [1032.0, 2097.0]], ('$1.50', 0.9958810806274414)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 2101.0], [900.0, 2101.0], [900.0, 2153.0], [55.0, 2153.0]], ('*JALNA KJDS ORGANIC Y 1OOGRAM', 0.9079824090003967)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1057.0, 2097.0], [1196.0, 2097.0], [1196.0, 2164.0], [1057.0, 2164.0]], ('6.00', 0.9981706738471985)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[190.0, 2164.0], [609.0, 2164.0], [609.0, 2212.0], [190.0, 2212.0]], ('4@$1.50EACH', 0.965267539024353)]                                                                                                                         
[2025/03/17 16:55:13] ppocr INFO: [[[44.0, 2216.0], [904.0, 2220.0], [904.0, 2283.0], [44.0, 2279.0]], ('*JALNA KIDS ORGANIC Y 1OOGRAM', 0.9236149191856384)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1068.0, 2219.0], [1196.0, 2219.0], [1196.0, 2286.0], [1068.0, 2286.0]], ('1.50', 0.9949904680252075)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[48.0, 2282.0], [704.0, 2290.0], [703.0, 2342.0], [47.0, 2335.0]], ('*SPC PUREE FRUIT 4PACK', 0.9326660633087158)]                                                                                                               
[2025/03/17 16:55:13] ppocr INFO: [[[1068.0, 2283.0], [1196.0, 2283.0], [1196.0, 2350.0], [1068.0, 2350.0]], ('4.00', 0.997651219367981)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 2353.0], [904.0, 2353.0], [904.0, 2405.0], [51.0, 2405.0]], ('*GREENS PANCAKE SHAKE 325GRAM', 0.9532975554466248)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 2346.0], [1196.0, 2346.0], [1196.0, 2413.0], [1061.0, 2413.0]], ('2.80', 0.997504472732544)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[48.0, 2409.0], [729.0, 2413.0], [729.0, 2465.0], [47.0, 2461.0]], ('%YAKULT 1OPK DRINK 65M', 0.9067224860191345)]                                                                                                               
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 2409.0], [1196.0, 2409.0], [1196.0, 2476.0], [1064.0, 2476.0]], ('7.70', 0.995763897895813)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 2476.0], [871.0, 2476.0], [871.0, 2528.0], [55.0, 2528.0]], ('*L.a Espanola Mi ld Fla 1LITRE', 0.9011823534965515)]                                                                                                       
[2025/03/17 16:55:13] ppocr INFO: [[[1046.0, 2476.0], [1192.0, 2476.0], [1192.0, 2532.0], [1046.0, 2532.0]], ('18.00', 0.9976032972335815)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[113.0, 2539.0], [838.0, 2539.0], [838.0, 2591.0], [113.0, 2591.0]], ('COBRAM ESTATE INFUSE 25OML', 0.9367403388023376)]                                                                                                         
[2025/03/17 16:55:13] ppocr INFO: [[[1046.0, 2539.0], [1192.0, 2539.0], [1192.0, 2595.0], [1046.0, 2595.0]], ('12.00', 0.9966100454330444)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[102.0, 2591.0], [682.0, 2595.0], [681.0, 2658.0], [102.0, 2654.0]], ('BABY BROCCOLI 1BUNCH', 0.948756992816925)]                                                                                                                
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 2602.0], [1192.0, 2602.0], [1192.0, 2658.0], [1061.0, 2658.0]], ('6.40', 0.997553825378418)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[190.0, 2662.0], [598.0, 2662.0], [598.0, 2714.0], [190.0, 2714.0]], ('2@$3.20EACH', 0.9643623232841492)]                                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[109.0, 2725.0], [900.0, 2725.0], [900.0, 2777.0], [109.0, 2777.0]], ('MAN/VALLEY 12PK FREE 700GRAM', 0.9246994256973267)]                                                                                                       
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 2721.0], [1192.0, 2721.0], [1192.0, 2777.0], [1064.0, 2777.0]], ('7.80', 0.993127703666687)]                                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[109.0, 2788.0], [481.0, 2788.0], [481.0, 2840.0], [109.0, 2840.0]], ('BANANAS PERKG', 0.977373480796814)]                                                                                                                       
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 2781.0], [1192.0, 2781.0], [1192.0, 2848.0], [1061.0, 2848.0]], ('3.42', 0.9966561198234558)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[179.0, 2840.0], [849.0, 2844.0], [849.0, 2911.0], [178.0, 2907.0]], ('0.761 kg NET@$4.50/kg', 0.9115961790084839)]                                                                                                              
[2025/03/17 16:55:13] ppocr INFO: [[[109.0, 2915.0], [616.0, 2915.0], [616.0, 2967.0], [109.0, 2967.0]], ('WHITE GRAPES PERKG', 0.9367444515228271)]                                                                                                                 
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 2907.0], [1196.0, 2907.0], [1196.0, 2978.0], [1061.0, 2978.0]], ('6.13', 0.9964463710784912)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[186.0, 2978.0], [842.0, 2978.0], [842.0, 3030.0], [186.0, 3030.0]], ('1.115 kg NET @ $5.50/kg', 0.9174103736877441)]                                                                                                            
[2025/03/17 16:55:13] ppocr INFO: [[[55.0, 3041.0], [846.0, 3041.0], [846.0, 3089.0], [55.0, 3089.0]], ('*%MENTOS MULTIMINT 112GRAM', 0.9260384440422058)]                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[1064.0, 3037.0], [1188.0, 3037.0], [1188.0, 3093.0], [1064.0, 3093.0]], ('2.75', 0.9959260821342468)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[1061.0, 3093.0], [1192.0, 3093.0], [1192.0, 3160.0], [1061.0, 3160.0]], ('5.90', 0.9980429410934448)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 3167.0], [904.0, 3167.0], [904.0, 3216.0], [51.0, 3216.0]], ('*TASSAL SMOKED SALMON 25OGRAM', 0.9400425553321838)]                                                                                                        
[2025/03/17 16:55:13] ppocr INFO: [[[1042.0, 3160.0], [1196.0, 3160.0], [1196.0, 3227.0], [1042.0, 3227.0]], ('16.00', 0.9965184926986694)]                                                                                                                          
[2025/03/17 16:55:13] ppocr INFO: [[[51.0, 3286.0], [594.0, 3286.0], [594.0, 3350.0], [51.0, 3350.0]], ('Total for 33 itens:', 0.9194560647010803)]                                                                                                                   
[2025/03/17 16:55:13] ppocr INFO: [[[988.0, 3286.0], [1196.0, 3286.0], [1196.0, 3353.0], [988.0, 3353.0]], ('$204.90', 0.9984193444252014)]                                                                                                                           
[2025/03/17 16:55:13] ppocr INFO: [[[47.0, 3413.0], [146.0, 3413.0], [146.0, 3472.0], [47.0, 3472.0]], ('EFT', 0.9962754845619202)]                                                                                                                                    
[2025/03/17 16:55:13] ppocr INFO: [[[984.0, 3409.0], [1192.0, 3409.0], [1192.0, 3476.0], [984.0, 3476.0]], ('$204.90', 0.9970187544822693)]                                                                                                                             
[2025/03/17 16:55:13] ppocr INFO: [[[47.0, 3480.0], [645.0, 3480.0], [645.0, 3543.0], [47.0, 3543.0]], ('GST INCLUDED IN TOTAL', 0.9515725374221802)]                                                                                                                   
[2025/03/17 16:55:13] ppocr INFO: [[[1035.0, 3476.0], [1192.0, 3476.0], [1192.0, 3543.0], [1035.0, 3543.0]], ('$4.67', 0.9947670698165894)] 

Your entity agent can now clearly see that there are four consecutive lines with two "COLES FZ CONVENIENCE 375GRAM" and "4.00" one after another:

'%COLES FZ CONVENIENCE 375GRAM'
'4.00'
'%COLES FZ CONVENIENCE 375GRAM'
'4.00'

It can then perform any necessary corrections if required.

Note in this case, Coles' simple top-down receipt design means there is no need to use the associated bounding boxes (defined by 4 points) displayed next to each detected item above.