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import easyocr as ocr #OCR
import streamlit as st #Web App
from PIL import Image #Image Processing
import numpy as np #Image Processing
#title
st.title("Easy OCR - Extract Text from Images")
#subtitle
st.markdown("## Using `easyocr`, `streamlit`")
#image uploader
image = st.file_uploader(label = "Upload your image here", type=['png', 'jpg', 'jpeg'])
# @st.cache
# def load_model():
# reader = ocr.Reader(['en'])
# return reader
#
# reader = load_model() #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! "):
reader = ocr.Reader(['en'])
result = reader.readtext(np.array(input_image))
result_text = []
for text in result:
result_text.append(text[1])
st.write(result_text)
st.success("Here you go!")
else:
st.write("Upload an Image")
st.caption("Made with ❤️ by z")
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