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ouyanghuiyu/chineseocr_lite

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app.py 3.68 KB
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ouyanghuiyu 提交于 2020-07-02 19:41 . add dbnet
# -*- coding: utf-8 -*-
"""
@author: lywen
"""
import os
import json
import time
import web
import numpy as np
import uuid
from PIL import Image
from model import text_predict, crnn_handle
web.config.debug = True
filelock = 'file.lock'
if os.path.exists(filelock):
os.remove(filelock)
render = web.template.render('templates', base='base')
from config import *
from apphelper.image import union_rbox, adjust_box_to_origin, base64_to_PIL
from application import trainTicket, idcard
# from main import TextOcrModel
billList = ['通用OCR', '火车票', '身份证']
class OCR:
"""通用OCR识别"""
def GET(self):
post = {}
post['postName'] = 'ocr' ##请求地址
post['height'] = 1000
post['H'] = 1000
post['width'] = 600
post['W'] = 600
post['billList'] = billList
return render.ocr(post)
def POST(self):
t = time.time()
data = web.data()
uidJob = uuid.uuid1().__str__()
data = json.loads(data)
# print(data)
billModel = data.get('billModel', '')
# textAngle = data.get('textAngle',False)##文字检测
textLine = data.get('textLine', False) # 只进行单行识别
imgString = data['imgString'].encode().split(b';base64,')[-1]
img = base64_to_PIL(imgString)
if img is not None:
img = np.array(img)
H, W = img.shape[:2]
while time.time() - t <= TIMEOUT:
if os.path.exists(filelock):
continue
else:
with open(filelock, 'w') as f:
f.write(uidJob)
if textLine:
# 单行识别
partImg = Image.fromarray(img)
text = crnn_handle.predict(partImg)
res = [{'text': text, 'name': '0', 'box': [0, 0, W, 0, W, H, 0, H]}]
os.remove(filelock)
break
else:
# detectAngle = textAngle
result = text_predict(img)
if billModel == '' or billModel == '通用OCR':
# result = union_rbox(result,0.2)
res = [{'text': x['text'],
'name': str(i),
'box': {'cx': x['cx'],
'cy': x['cy'],
'w': x['w'],
'h': x['h'],
'angle': x['degree']
}
} for i, x in enumerate(result)]
# res = adjust_box_to_origin(img,angle, res)##修正box
elif billModel == '火车票':
res = trainTicket.trainTicket(result)
res = res.res
res = [{'text': res[key], 'name': key, 'box': {}} for key in res]
elif billModel == '身份证':
res = idcard.idcard(result)
res = res.res
res = [{'text': res[key], 'name': key, 'box': {}} for key in res]
os.remove(filelock)
break
timeTake = time.time() - t
return json.dumps({'res': res, 'timeTake': round(timeTake, 4)}, ensure_ascii=False)
urls = ('/ocr', 'OCR',)
if __name__ == "__main__":
app = web.application(urls, globals())
app.run()
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