Update README.md

README.md

@@ -14,6 +14,9 @@ The base model is ['naver-clova-ix/donut-base'][base], the model is finetuned fo
 
 For inference use image size width: 1536 px and height: 1536 px
 
+# How to Get Started with the Model
+Use the code below to get started with the model.
+
 ```python
 from transformers import DonutProcessor, VisionEncoderDecoderModel
 from PIL import Image
@@ -70,5 +73,55 @@ print('----------------------------------')
 print(output_json)
 
 ```
+# FAKE Synthetic Form 1040 (2023) for illustration purposes only
+
+![FAKE 1040 form for illustration purposes][fake_doc]
+
+# Example of json output (based on FAKE 1040 form)
+
+```json
+{
+    "lbl_0_03": "Michael Evans",
+    "lbl_0_04": "Caldwell",
+    "lbl_0_05": "741-52-5353",
+    "lbl_0_06": "None",
+    "lbl_0_07": "None",
+    "lbl_0_08": "None",
+    "lbl_0_09": "289 Blackwell Land Suite 380 New Tiffany, NH 07548",
+    "lbl_0_11": "East Amandaport",
+    "lbl_0_12": "VI",
+    "lbl_0_13": "47832",
+    "lbl_0_14": "None",
+    "lbl_0_15": "None",
+    "lbl_0_16": "25677",
+    "lbl_0_55": "385321.36",
+    "lbl_0_56": "None",
+    "lbl_0_57": "None",
+    "lbl_0_58": "None",
+    "lbl_0_59": "None",
+    "lbl_0_60": "None",
+    "lbl_0_61": "None",
+    "lbl_0_62": "None",
+    "lbl_0_63": "None",
+    "lbl_0_67": "None",
+    "lbl_0_68": "481161.23",
+    "lbl_0_69": "None",
+    "lbl_0_70": "None",
+    "lbl_0_71": "None",
+    "lbl_0_72": "749100.68",
+    "lbl_0_73": "418381-6",
+    "lbl_0_74": "None",
+    "lbl_0_77": "755042.64",
+    "lbl_0_78": "None",
+    "lbl_0_79": "560928.32",
+    "lbl_0_80": "493913.73",
+    "lbl_0_81": "None",
+    "lbl_0_82": "738597.72",
+    "lbl_0_83": "34990.46"
+}
+```
+
+
 
-[base]: https://huggingface.co/naver-clova-ix/donut-base 
+[base]: https://huggingface.co/naver-clova-ix/donut-base 
+[fake_doc]: https://huggingface.co/hsarfraz/irs-tax-form-1040-2023-doc-parser/blob/main/fake_synthetic_form_1040_example.png