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BizCardX_Extracting_Business_Card_Data_with_OCR.py
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BizCardX_Extracting_Business_Card_Data_with_OCR.py
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import easyocr
import PIL
from PIL import Image
from PIL import ImageDraw
import pandas as pd
# import pytesseract
import cv2
import re
import mysql.connector
# import pymysql
import streamlit as st
from sqlalchemy import create_engine
dic=[]
#sql data base
host = 'localhost'
user = 'root'
password = ''
database = 'bizcard'
mydb=mysql.connector.connect(host=host, user=user, password=password, database=database)
# print(mydb)
mycursor=mydb.cursor(buffered=True)
# create_engine
engine = create_engine(f'mysql+mysqlconnector://{user}:{password}@{host}/{database}')
def collect_data():
st.title('Image Text Recognition')
image = st.file_uploader('Upload an image', type=['jpg', 'jpeg', 'png'])
if image is not None:
st.image(image, use_column_width=True)
with st.spinner('Recognizing text...'):
image_data = image.read()
result = reader.readtext(image_data,paragraph="False")
if result:
# st.write(result)
for i in result:
a=str(i[-1])
# print(type(a))
dic.append(a)
data1= ', '.join([str(item) for item in dic])
st.markdown("#### first step: :ok_hand:")
st.write(data1)
sql_data={}
name=re.findall(r'^(\w+)',data1)
sql_data['name']=name
# sql_data_dic.append(name)
# print(sql_data)
email=re.findall(r'\w+@\w+.\w+',data1)
sql_data['email']=email
# sql_data_dic.append(email)
# print(sql_data)
website=re.findall(r'WWW \w+.\w+',data1) or re.findall(r'wWW.\w+.\w+',data1) or re.findall(r"www.\w+.\w+",data1) or re.findall(r'WWW.\w+.\w+',data1)
sql_data['website']=website
# sql_data_dic.append(website)
# print(sql_data)
phonenumber=re.findall(r'\+\d+-\d+-\d+ ',data1) or re.findall(r"\d+-\d+-\d+",data1)
sql_data['phonenumber']=phonenumber
# sql_data_dic.append(phonenumber)
# print(sql_data)
state=re.findall(r'TamilNadu',data1)
sql_data['state']=state
# sql_data_dic.append(state)
# print(sql_data)
city=re.findall(r'\d+ \w+ \w+',data1)
sql_data['city']=city
# sql_data_dic.append(city)
# print(sql_data)
pincode=re.findall(r'\d{6}',data1)
sql_data['pincode']=pincode
# sql_data_dic.append(pincode)
# print(sql_data)
company_name=re.findall(r'([^,]+)$',data1)
sql_data['company_name']=company_name
# sql_data_dic.append(city)
# print(sql_data)
designation=re.findall(r'[A-Z]{3}+ & +[A-Z]+',data1) or re.findall(r'[A-Z]{4} [A-Z]{7}+',data1) or re.findall(r'[A-Za-z]{9} [A-Za-z]{9}+',data1) or re.findall(r'[A-Za-z]{9} [A-Za-z]{7}+',data1)
# designation=re.findall(r'[A-Z0-9& ]',data1)
sql_data['designation']=designation
# # # sql_data.append(city)
# print(type(sql_data))
st.markdown("#### second step: :ok_hand: ")
st.table(sql_data)
a=sql_data.keys()
listq=[]
for i in sql_data.values():
listq.extend(i)
h=listq[0]
df=pd.DataFrame(sql_data)
df1=pd.DataFrame(columns=a)
table_name ='card_data'
df1.to_sql(table_name,if_exists="append" ,con=engine, index=False)
if st.button('import to sql'):
query="""SELECT name FROM card_data"""
mycursor.execute(query)
data =mycursor.fetchall()
# print(data)
mydb.commit()
# df1= pd.DataFrame(data,columns=mycursor.column_names)
# df1
# st.write(df)
a=[]
for i in data:
# print(i)
a.append(i[0])
# st.write(a)
if h in a:
# print(listq)
st.success('card data all ready exist !! :-1:')
else:
table_name ='card_data'
df.to_sql(table_name,if_exists="append" ,con=engine, index=False)
st.success("new_card !! :+1: ")
# st.table(sql_data)
def table_create():
mycursor.execute('USE bizcard')
mycursor.execute("""create table card_data """)
mydb.commit()
# Initialize easyocr Reader
reader = easyocr.Reader(['en'])
with st.sidebar:
selected = st.selectbox("**Menu**", ["collect_data","edit_data"])
if selected=="collect_data":
collect_data()
if selected=='edit_data':
try:
mycursor.execute("SELECT name,company_name FROM card_data")
result = mycursor.fetchall()
cards = {}
# print(business_cards)
for i in result:
cards[i[0]] = i[0]
# st.write(row[0])
selected_card = st.selectbox("Select a card holder name to update", list(cards.keys()))
st.markdown("#### Update or modify any data below")
colum4,colum6 = st.columns([0.5,0.5],gap="large")
with colum4:
mycursor.execute("select * from card_data WHERE name=%s",
(selected_card,))
result = mycursor.fetchone()
name = st.text_input("name", result[0])
email= st.text_input("email", result[1])
website= st.text_input("website", result[2])
phonenumber=st.text_input("phonenumber", result[3])
pincode=st.text_input("pincode", result[6])
with colum6:
state=st.text_input("state", result[4],)
city=st.text_input("address", result[5])
company_name=st.text_input("company_name", result[7])
designation=st.text_input("designation", result[8])
st.markdown("####")
st.markdown("####")
st.markdown("####")
if st.button("insert"):
sq1l="update card_data set email=%s, website=%s,phonenumber=%s,pincode=%s,state=%s,city=%s,company_name=%s,designation=%s where name=%s"
values=(email,website,phonenumber,pincode,state,city,company_name,designation,name)
mycursor.execute(sq1l,values)
mydb.commit()
st.success("data was updated!! :+1:")
if st.button("drop"):
dic=[]
sq1l="delete from card_data where name=%s"
dic.append(name)
values=(dic)
mycursor.execute(sq1l,values)
mydb.commit()
st.success("data was deleted !! :unamused:")
except:
st.success('no data added!!!!')