136 lines
4.9 KiB
Python
136 lines
4.9 KiB
Python
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import base64
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from io import BytesIO
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import os
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import requests
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import grpc
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from apps.ecm.service import save_dahua_pic
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from . import BeiHangGrpc_pb2_grpc
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from . import BeiHangGrpc_pb2
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import uuid
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from django.conf import settings
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import cv2
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requests.packages.urllib3.disable_warnings()
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# 本地图像输入
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# image_path = "./onnx/image/single3.jpg"
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# with open(image_path, 'rb') as f:
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# image_base64 = str(base64.b64encode(f.read()), encoding='utf-8')
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# request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id,imgsbase64=image_base64)
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# base64img = str(base64.b64encode(BytesIO(requests.get(url=pic_url, verify=False).content).read()), 'utf-8')
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# with open('face_test.txt', 'w') as f:
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# f.write(base64img)
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# request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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def helmet(ip: str, pic_url: str):
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"""安全帽事件(抠图)
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Args:
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ip (_type_): _description_
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pic_url (_type_): _description_
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"""
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channel = grpc.insecure_channel(ip+':2000') # 监听频道
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stub = BeiHangGrpc_pb2_grpc.Helmet_RegStub(
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channel) # 客户端使用Stub类发送请求,参数为频道,为了绑定链接
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image_id = 1
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendHelmet_Info(request)
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if response.helmetinfoList:
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for i in response.helmetinfoList:
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if i.head_helmet == 1: # 未戴安全帽事件成立
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return True, response
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return False, response
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def helmet2(ip: str, pic_url: str):
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"""安全帽事件(全图)
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Args:
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ip (_type_): _description_
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pic_url (_type_): _description_
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"""
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channel = grpc.insecure_channel(ip+':2002') # 监听频道
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stub = BeiHangGrpc_pb2_grpc.Helmet_RegStub(
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channel) # 客户端使用Stub类发送请求,参数为频道,为了绑定链接
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image_id = 2
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendHelmet_Info(request)
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if response.helmetinfoList:
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for i in response.helmetinfoList:
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if i.head_helmet == 1: # 未戴安全帽事件成立
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return True, response
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return False, response
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def fire1(ip: str, pic_url: str):
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# 未配置灭火器事件
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channel = grpc.insecure_channel(ip+':2001')
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stub = BeiHangGrpc_pb2_grpc.Fire_RegStub(channel)
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image_id = 3
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# img = cv2.imread(img_path)
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# resized_img = cv2.resize(img, None, fx=0.25, fy=0.25)
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# resized_img = cv2.imencode('.png', resized_img)[1]
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# image_base64 = str(base64.b64encode(resized_img))[2:-1]
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendFire_Info(request)
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if response.FireinfoList:
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for i in response.FireinfoList:
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if i.fire == 0: # 配置了灭火器
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return False, response
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return True, response
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def fangtangfu(ip: str, pic_url: str):
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# 未穿防烫服事件
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channel = grpc.insecure_channel(ip+':2003')
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stub = BeiHangGrpc_pb2_grpc.FA_RegStub(channel)
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image_id = 4
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendFA_Info(request)
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if response.FAinfo is False:
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return True, response
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return False, response
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def jingjiedai(ip: str, pic_url: str):
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# 未配置警戒带事件
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channel = grpc.insecure_channel(ip+':2001')
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stub = BeiHangGrpc_pb2_grpc.Fire_RegStub(channel)
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image_id = 3
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendFire_Info(request)
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if response.FireinfoList:
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for i in response.FireinfoList:
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if i.fire == 2: # 配置了警戒带
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return False, response
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return True, response
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def qiping(ip: str, pic_url: str):
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# 气瓶倾倒事件
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channel = grpc.insecure_channel(ip+':2001')
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stub = BeiHangGrpc_pb2_grpc.Fire_RegStub(channel)
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image_id = 3
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request = BeiHangGrpc_pb2.JinYu_Request(zzid=image_id, imgUrl=pic_url)
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response = stub.sendFire_Info(request)
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if response.FireinfoList:
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for i in response.FireinfoList:
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if i.fire == 3: # 发现气瓶倾倒
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return True, response
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return False, response
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if __name__ == "__main__":
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path = 'http://10.99.5.24/evo-apigw/evo-oss/6ad010cf-ce45-11ec-9715-e4246c7d1635/20220826/1/dsf_3de82501-2521-11ed-884a-e4246c7d1635_7236037_7245601.jpg?token=399773e6-71f7-4202-b234-ff5aa8d2492c'
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base64img = str(base64.b64encode(BytesIO(requests.get(
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url=path, verify=False).content).read()), 'utf-8')
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with open('face_test.txt', 'w') as f:
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f.write(base64img)
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is_happend, res = analyse(
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ip='122.224.229.24:2000',
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pic_url='http://10.99.5.24/evo-apigw/evo-oss/6ad010cf-ce45-11ec-9715-e4246c7d1635/20220826/1/dsf_3de82501-2521-11ed-884a-e4246c7d1635_7236037_7245601.jpg?token=399773e6-71f7-4202-b234-ff5aa8d2492c')
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print(is_happend, res.helmetinfoList[0].head_helmet)
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