app.py

import pandas as pd
import numpy as np
import streamlit as st
import easyocr
import PIL
from PIL import Image, ImageDraw
from matplotlib import pyplot as plt
from KZReader import KZReader


# main title
st.set_page_config(layout="wide")
st.title("Get text from image with EasyOCR") 
# subtitle
st.markdown("## EasyOCRR with Streamlit")
col1, col2 = st.columns(2)
uploaded_file = col1.file_uploader("Upload your file here ",type=['png','jpeg','jpg','pdf'])
if uploaded_file is not None:
    col1.image(uploaded_file) #display
        #print("GOGO ",type(uploaded_file))
    
    image_extensions = (".jpg", ".jpeg", ".png")
    pdf_extensions = (".pdf")
    if uploaded_file.name.lower().endswith(image_extensions):
        image = Image.open(uploaded_file)
        reader = KZReader() #easyocr.Reader(['tr','en'], gpu=False) 
        result = reader.readtext(np.array(image),paragraph=True)  # turn image to numpy array
        #print(len(result))
        result_text = "\n\n".join([item[1] for item in result])
        col2.markdown(result_text)
    elif uploaded_file.name.lower().endswith(pdf_extensions):
        print("PDF file")
        col2.markdown("PDF file")
    else:
        print(f'unsupported file {image_name}')
        col2.markdown("ERROR")