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import gradio as gr
from paddleocr import PaddleOCR,draw_ocr
import json
import os
ocr_en = PaddleOCR(use_angle_cls=True, lang='en')
ocr_ch = PaddleOCR(use_angle_cls=True, lang='ch')
ocr_ru = PaddleOCR(use_angle_cls=True, lang='ru')
ocr_ru = PaddleOCR(use_angle_cls=True, lang='ar')
def perform_ocr(img, lang):
ocr = ""
if lang == "English":
ocr = ocr_en
elif lang == "Chinese (Simplified)":
ocr = ocr_ch
elif lang == "Russian":
ocr = ocr_ru
elif lang == "Arabic":
ocr = ocr_ar
result = ocr.ocr(img.name, cls=True)
final_result = ""
for idx in range(len(result)):
res = result[idx]
for line in res:
final_result += str(line)
return [img.name, final_result]
demo = gr.Blocks()
with demo:
gr.HTML("<h1>PaddleOCR v4")
with gr.Row():
with gr.Column():
input_image = gr.Image()
input_checkbox = gr.CheckboxGroup(["English", "Chinese (Simplified)", "Russian", "Arabic"], label="Languages"),
input_button = gr.Button()
with gr.Column():
output_image = gr.Image()
output_text = gr.Text()
btn.click(fn=perform_ocr, inputs=[input_image, input_checkbox], outputs=[output_image, output_text])
demo.launch() |