Update app.py

app.py

@@ -4,44 +4,31 @@ from PIL import Image #Image Processing
 import numpy as np #Image Processing 
 
 #title
-st.title("Easy OCR - Extract Text from Images")
+st.title("Image to Text Toy Application")
 
 #subtitle
-st.markdown("## Optical Character Recognition - Using `easyocr`, `streamlit` -  hosted on 🤗 Spaces")
-
 st.markdown("Link to the app - [image-to-text-app on 🤗 Spaces](https://huggingface.co/spaces/Amrrs/image-to-text-app)")
 
 #image uploader
-image = st.file_uploader(label = "Upload your image here",type=['png','jpg','jpeg'])
+image = st.file_uploader(label = "Upload your image here", type=['png','jpg','jpeg'])
 
 
-@st.cache
+@st.cache_data
 def load_model(): 
     reader = ocr.Reader(['en'],model_storage_directory='.')
     return reader 
 
-reader = load_model() #load model
+reader = load_model() 
 
 if image is not None:
-
     input_image = Image.open(image) #read image
-    st.image(input_image) #display image
-
-    with st.spinner("🤖 AI is at Work! "):
-        
-
+    st.image(input_image)
+    with st.spinner("AI is at Work!"):
         result = reader.readtext(np.array(input_image))
-
-        result_text = [] #empty list for results
-
-
+        result_text = []
         for text in result:
             result_text.append(text[1])
-
         st.write(result_text)
-    #st.success("Here you go!")
     st.balloons()
 else:
-    st.write("Upload an Image")
-
-st.caption("Made with ❤️ by @1littlecoder. Credits to 🤗 Spaces for Hosting this ")
+    st.write("Upload an Image")