Update README.md

README.md

@@ -25,6 +25,28 @@ More information needed
 
 More information needed
 
+## Example 
+```python
+  from PIL import Image
+  import requests
+  from io import BytesIO
+  
+  from transformers import TrOCRProcessor, VisionEncoderDecoderModel, AutoTokenizer
+  
+  image_url = "https://datasets-server.huggingface.co/assets/Ransaka/sinhala_synthetic_ocr/--/bf7c8a455b564cd73fe035031e19a5f39babb73b/--/default/train/0/image/image.jpg"
+  response = requests.get(image_url)
+  img = Image.open(BytesIO(response.content))
+  
+  processor = TrOCRProcessor.from_pretrained('Ransaka/TrOCR-Sinhala')
+  model = VisionEncoderDecoderModel.from_pretrained('Ransaka/TrOCR-Sinhala')
+  model.to("cuda:0")
+  
+  pixel_values = processor(img, return_tensors="pt").pixel_values.to('cuda:0')  
+  generated_ids = model.generate(pixel_values,num_beams=2,early_stopping=True)
+  generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
+  generated_text #දිවයිනට බලයට ඇති ආපදා තත්ත්වය හමුවේ සබරගමුව පළාතේ
+```
+
 ### Framework versions
 
 - Transformers 4.35.2