Update README.md

README.md

@@ -3,167 +3,9 @@ license: apache-2.0
 pipeline_tag: image-to-text
 ---
 
-Model Architecture:
-
-The mychen76/invoice-and-receipts_donut_v1 (LLM) is a finetuned for convert Invoice or Receipt Image to XML or Json data strucutre task. this experimental model is based on Donut model.
-
-Motivation:
-
-Remove OCR engine, use only LLM model to convert an invoice or receipt json object could reduce the conversion step and reduce resource utilization and deployment dependencies. Result, better performance.
-
-Model Usage:
-
-Take following an invoice receipt image and get an output Json or xml like this:
 
 ***JSON OUTPUT***
 ```json
 
-{
-    'header': {
-        'invoice_no': '13194726',
-        'invoice_date': '05/29/2021',
-        'seller': 'Hopkins and Sons 62283 Flores Tunnel North Luis, IA 69983',
-        'client': 'Sims PLC USS Kramer FPO AA 81651',
-        'seller_tax_id': '952-73-7223',
-        'client_tax_id': '995-88-9495',
-        'iban': 'GB31LZX520242755934691'
-    },
-    'items': [
-        {
-            'item_desc': 'Beach Lunch Lounge Striped Shirt Dress Large Navy Blue White Long Sleeve Casual',
-            'item_qty': '1,00',
-            'item_net_price': '16,99',
-            'item_net_worth': '16,99',
-            'item_vat': '10%',
-            'item_gross_worth': '18,69'
-        },
-        {
-            'item_desc': 'Jams World Hawaiian 0 Dress Rayon SZ.L',
-            'item_qty': '5,00',
-            'item_net_price': '65,00',
-            'item_net_worth': '325,00',
-            'item_vat': '10%',
-            'item_gross_worth': '357,50'
-        },
-        {
-            'item_desc': 'LuLaRoe Nicole Dress Size Large 26',
-            'item_qty': '2,00',
-            'item_net_price': '1,99',
-            'item_net_worth': '3,98',
-            'item_vat': '10%',
-            'item_gross_worth': '4,38'
-        },
-        {
-            'item_desc': 'phynny Was Medium Linen Wrap Dress Dessert Rose Embroidered Bohemian',
-            'item_qty': '2,00',
-            'item_net_price': '89,99',
-            'item_net_worth': '179,98',
-            'item_vat': '10%',
-            'item_gross_worth': '197,98'
-        },
-        {
-            'item_desc': "Eileen Fisher Women's Long Sleeve Fleece Lined Front Pockets Dress XS Gray",
-            'item_qty': '2,00',
-            'item_net_price': '15,99',
-            'item_net_worth': '31,98',
-            'item_vat': '10%',
-            'item_gross_worth': '35,18'
-        },
-        {
-            'item_desc': "Hanna Anderson Women's L Large Coral Short Sleeve Casual Fall Tee Shirt Dress",
-            'item_qty': '1,00',
-            'item_net_price': '24,00',
-            'item_net_worth': '24,00',
-            'item_vat': '10%',
-            'item_gross_worth': '26,40'
-        }
-    ],
-    'summary': {'total_net_worth': '$581,93', 'total_vat': '$58,19', 'total_gross_worth': '$ 640,12'}
-}
-
-```
-
-***XML OUTPUT***
-
-```xml
-<s_header>
-    <s_invoice_no> 13194726</s_invoice_no>
-    <s_invoice_date> 05/29/2021</s_invoice_date>
-    <s_seller> Hopkins and 
-    Sons 62283 Flores Tunnel North Luis, IA 69983</s_seller>
-    <s_client> Sims PLC USS Kramer FPO AA 
-    81651</s_client>
-    <s_seller_tax_id> 952-73-7223</s_seller_tax_id>
-    <s_client_tax_id> 
-    995-88-9495</s_client_tax_id>
-    <s_iban> GB31LZX520242755934691</s_iban>
-</s_header>
-<s_items>
-    <s_item_desc> Beach Lunch 
-    Lounge Striped Shirt Dress Large Navy Blue White Long Sleeve Casual</s_item_desc>
-    <s_item_qty> 
-    1,00</s_item_qty>
-    <s_item_net_price> 16,99</s_item_net_price>
-    <s_item_net_worth> 16,99</s_item_net_worth>
-    <s_item_vat>
-    10%</s_item_vat>
-    <s_item_gross_worth> 18,69</s_item_gross_worth>
-    <sep/>
-    <s_item_desc> Jams World Hawaiian 0 Dress 
-    Rayon SZ.L</s_item_desc>
-    <s_item_qty> 5,00</s_item_qty>
-    <s_item_net_price> 65,00</s_item_net_price>
-    <s_item_net_worth>
-    325,00</s_item_net_worth>
-    <s_item_vat> 10%</s_item_vat>
-    <s_item_gross_worth> 
-    357,50</s_item_gross_worth>
-    <sep/>
-    <s_item_desc> LuLaRoe Nicole Dress Size Large 26</s_item_desc>
-    <s_item_qty> 
-    2,00</s_item_qty>
-    <s_item_net_price> 1,99</s_item_net_price>
-    <s_item_net_worth> 3,98</s_item_net_worth>
-    <s_item_vat> 
-    10%</s_item_vat>
-    <s_item_gross_worth> 4,38</s_item_gross_worth>
-    <sep/>
-    <s_item_desc> phynny Was Medium Linen Wrap 
-    Dress Dessert Rose Embroidered Bohemian</s_item_desc>
-    <s_item_qty> 2,00</s_item_qty>
-    <s_item_net_price> 
-    89,99</s_item_net_price>
-    <s_item_net_worth> 179,98</s_item_net_worth>
-    <s_item_vat> 
-    10%</s_item_vat>
-    <s_item_gross_worth> 197,98</s_item_gross_worth>
-    <sep/>
-    <s_item_desc> Eileen Fisher Women's Long 
-    Sleeve Fleece Lined Front Pockets Dress XS Gray</s_item_desc>
-    <s_item_qty> 2,00</s_item_qty>
-    <s_item_net_price> 
-    15,99</s_item_net_price>
-    <s_item_net_worth> 31,98</s_item_net_worth>
-    <s_item_vat> 
-    10%</s_item_vat>
-    <s_item_gross_worth> 35,18</s_item_gross_worth>
-    <sep/>
-    <s_item_desc> Hanna Anderson Women's L Large 
-    Coral Short Sleeve Casual Fall Tee Shirt Dress</s_item_desc>
-    <s_item_qty> 1,00</s_item_qty>
-    <s_item_net_price> 
-    24,00</s_item_net_price>
-    <s_item_net_worth> 24,00</s_item_net_worth>
-    <s_item_vat> 
-    10%</s_item_vat>
-    <s_item_gross_worth> 26,40</s_item_gross_worth>
-</s_items>
-<s_summary>
-    <s_total_net_worth> 
-    $581,93</s_total_net_worth>
-    <s_total_vat> $58,19</s_total_vat>
-    <s_total_gross_worth> $ 
-    640,12</s_total_gross_worth>
-</s_summary>
 
 ```