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张勇建 / chineseocr

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app.py 3.90 KB
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# -*- coding: utf-8 -*-
"""
@author: lywen
"""
import os
import cv2
import json
import time
import uuid
import base64
import web
from PIL import Image
web.config.debug = True
import model
render = web.template.render('templates', base='base')
from config import DETECTANGLE
from apphelper.image import union_rbox,adjust_box_to_origin
from application import trainTicket,idcard
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['uuid'] = uuid.uuid1().__str__()
post['billList'] = billList
return render.ocr(post)
def POST(self):
data = web.data()
data = json.loads(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]
imgString = base64.b64decode(imgString)
jobid = uuid.uuid1().__str__()
path = 'test/{}.jpg'.format(jobid)
with open(path,'wb') as f:
f.write(imgString)
img = cv2.imread(path)##GBR
H,W = img.shape[:2]
timeTake = time.time()
if textLine:
##单行识别
partImg = Image.fromarray(img)
text = model.crnnOcr(partImg.convert('L'))
res =[ {'text':text,'name':'0','box':[0,0,W,0,W,H,0,H]} ]
else:
detectAngle = textAngle
_,result,angle= model.model(img,
detectAngle=detectAngle,##是否进行文字方向检测,通过web传参控制
config=dict(MAX_HORIZONTAL_GAP=50,##字符之间的最大间隔,用于文本行的合并
MIN_V_OVERLAPS=0.6,
MIN_SIZE_SIM=0.6,
TEXT_PROPOSALS_MIN_SCORE=0.1,
TEXT_PROPOSALS_NMS_THRESH=0.3,
TEXT_LINE_NMS_THRESH = 0.7,##文本行之间测iou值
),
leftAdjust=True,##对检测的文本行进行向左延伸
rightAdjust=True,##对检测的文本行进行向右延伸
alph=0.01,##对检测的文本行进行向右、左延伸的倍数
)
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]
timeTake = time.time()-timeTake
os.remove(path)
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()
Python
1
https://gitee.com/Petrichor_cyj/chineseocr_darknet.git
git@gitee.com:Petrichor_cyj/chineseocr_darknet.git
Petrichor_cyj
chineseocr_darknet
chineseocr
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