OCR_Image_to_Text.py

import gradio as gr
import os
#from googletrans import Translator
import easyocr
#import PIL
from PIL import Image
from PIL import ImageDraw

def Get_OCR_demo(image):
    reader = easyocr.Reader(['en']) #IMP 'hi'
    translator = Translator()

    #image_file =Image.open(image,mode = 'r')
    im = Image.open(image,mode = 'r')
    #im =Image.open(image,mode = 'r')
    text_list = reader.readtext(im,add_margin = 0.55,width_ths=0.7, link_threshold=0.8,decoder='beamsearch', blocklist='=-',detail = 0 )
    
    #text_list = reader.readtext(image_file,add_margin = 0.55,width_ths=0.7, link_threshold=0.8,decoder='beamsearch', blocklist='=-',detail = 0 )

    text_comb =' '.join(text_list) #changed into a single line
    return text_comb


title = "Upload an image and extract Text from it"
description = "OCR tool for text extraction"
examples=[["english.png"],["Upload Parag_Letter_j.jpg"]]

get_OCR_demo = gr.Interface(fn=Get_OCR_demo, inputs="image",outputs=['text'],title = title,description=description,examples=[["english.png","Parag_Letter.jfif"]],cache_examples=False)
# if __name__ == "__main__":
#     demo.launch()