Update app.py

app.py

@@ -2,11 +2,10 @@ import PIL
 from PIL import ImageDraw
 from PIL import Image
 import streamlit as st
-import sentencepiece
-from transformers import TrOCRProcessor, VisionEncoderDecoderModel
-
-
 
+import os
+os.system('pip install git+git://github.com/jaidedai/easyocr.git')
+import easyocr
 
 def load_image(image_file):
 	img = PIL.Image.open(image_file)
@@ -20,13 +19,11 @@ if uploaded_file is not None:
     st.write(file_details)
     image = load_image(uploaded_file)
     st.image(image,width=250)
-    processor = TrOCRProcessor.from_pretrained("microsoft/trocr-large-handwritten") 
-    model = VisionEncoderDecoderModel.from_pretrained("microsoft/trocr-large-handwritten")
-    image = image.convert("RGB")
-    pixel_values = processor(image, return_tensors="pt").pixel_values 
-    generated_ids = model.generate(pixel_values)
-    generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0] 
-    st.write(generated_text)
+    reader = easyocr.Reader(['en'],gpu=True)
+    bound = reader.readtext(image)
+    st.write(str(bound))
+
+