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有匪君子/cnn_captcha

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recognize_online.py 2.28 KB
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Nick 提交于 2019-04-11 19:37 . fix file path bug
#!/usr/bin/python
# -*- coding: UTF-8 -*-
"""
使用自建的接口识别来自网络的验证码
需要配置参数:
remote_url = "https://www.xxxxxxx.com/getImg" 验证码链接地址
rec_times = 1 识别的次数
"""
import datetime
import requests
from io import BytesIO
import time
import json
import os
def recognize_captcha(remote_url, rec_times, save_path, image_suffix):
image_file_name = 'captcha.{}'.format(image_suffix)
headers = {
'user-agent': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.146 Safari/537.36",
}
for index in range(rec_times):
# 请求
while True:
try:
response = requests.request("GET", remote_url, headers=headers, timeout=6)
if response.text:
break
else:
print("retry, response.text is empty")
except Exception as ee:
print(ee)
# 识别
s = time.time()
url = "http://127.0.0.1:6000/b"
files = {'image_file': (image_file_name, BytesIO(response.content), 'application')}
r = requests.post(url=url, files=files)
e = time.time()
# 识别结果
print("接口响应: {}".format(r.text))
predict_text = json.loads(r.text)["value"]
now_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')
print("【{}】 index:{} 耗时:{}ms 预测结果:{}".format(now_time, index, int((e-s)*1000), predict_text))
# 保存文件
img_name = "{}_{}.{}".format(predict_text, str(time.time()).replace(".", ""), image_suffix)
path = os.path.join(save_path, img_name)
with open(path, "wb") as f:
f.write(response.content)
print("============== end ==============")
def main():
with open("conf/sample_config.json", "r") as f:
sample_conf = json.load(f)
# 配置相关参数
save_path = sample_conf["online_image_dir"] # 下载图片保存的地址
remote_url = sample_conf["remote_url"] # 网络验证码地址
image_suffix = sample_conf["image_suffix"] # 文件后缀
rec_times = 1
recognize_captcha(remote_url, rec_times, save_path, image_suffix)
if __name__ == '__main__':
main()
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