网站实例,树莓派做网站,wordpress静态连接选择,淘宝客不建网站怎样做背景及意义 智能车牌检测与识别系统通过使用最新的YOLOv8与PaddleOCR算法能够迅速、准确地在多种环境下实现实时车牌的检测和识别。本文基于YOLOv8深度学习框架#xff0c;通过16770张图片#xff0c;训练了一个进行车牌检测模型,可以检测蓝牌与绿牌,然后对检测到的车牌使用O…背景及意义 智能车牌检测与识别系统通过使用最新的YOLOv8与PaddleOCR算法能够迅速、准确地在多种环境下实现实时车牌的检测和识别。本文基于YOLOv8深度学习框架通过16770张图片训练了一个进行车牌检测模型,可以检测蓝牌与绿牌,然后对检测到的车牌使用OCR识别技术进行车牌的识别。最终基于此模型开发了一款带UI界面的车牌检测与识别系统可用于实时检测与识别场景中的车牌更方便进行功能的展示。该系统是基于python与PyQT5开发的支持图片、视频以及摄像头进行目标检测与识别并保存检测识别结果。本文提供了完整的Python代码和使用教程给感兴趣的小伙伴参考学习完整的代码资源文件获取方式见文末。 前言 博主介绍全网粉丝10W,、专注于深度学习机器学习等PythonJava、小程序技术领域和毕业项目实战✌ 可定制 毕设 项目全程指导远程 精彩专栏 推荐订阅 文末获取源码数据库 感兴趣的可以先收藏起来还有大家在毕设选题项目以及论文编写等相关问题都可以给我留言咨询希望帮助更多的人 详细视频演示 请联系我获取更详细的演示 部分截图如下 技术栈 Python语言; 机器学习/深度学习相关算法 YOLOv; Django框架; 前端框架Vue; MySQL数据库; 前后端 数据集 本项目提供有训练数据集 核心代码
# coding:utf-8
__author__ ilafrom django.http import JsonResponsefrom .users_model import users
from util.codes import *
from util.auth import Auth
import util.message as mes
from dj2.settings import host,port,user,passwd,dbName,hasHadoopdef users_login(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code}req_dict request.session.get(req_dict)if req_dict.get(role)!None:del req_dict[role]datas users.getbyparams(users, users, req_dict)if not datas:msg[code] password_error_codemsg[msg] mes.password_error_codereturn JsonResponse(msg)req_dict[id] datas[0].get(id)return Auth.authenticate(Auth, users, req_dict)def users_register(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code}req_dict request.session.get(req_dict)error users.createbyreq(users, users, req_dict)if error ! None:msg[code] crud_error_codemsg[msg] errorreturn JsonResponse(msg)def users_session(request):if request.method in [POST, GET]:msg {code: normal_code,msg:mes.normal_code, data: {}}req_dict {id: request.session.get(params).get(id)}msg[data] users.getbyparams(users, users, req_dict)[0]return JsonResponse(msg)def users_logout(request):if request.method in [POST, GET]:msg {msg: 退出成功,code: 0}return JsonResponse(msg)def users_page(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code,data: {currPage: 1, totalPage: 1, total: 1, pageSize: 10, list: []}}req_dict request.session.get(req_dict)tablename request.session.get(tablename)try:__hasMessage__ users.__hasMessage__except:__hasMessage__ Noneif __hasMessage__ and __hasMessage__ ! 否:if tablename ! users:req_dict[userid] request.session.get(params).get(id)if tablename users:msg[data][list], msg[data][currPage], msg[data][totalPage], msg[data][total], \msg[data][pageSize] users.page(users, users, req_dict)else:msg[data][list], msg[data][currPage], msg[data][totalPage], msg[data][total], \msg[data][pageSize] [],1,0,0,10return JsonResponse(msg)def users_info(request, id_):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code, data: {}}data users.getbyid(users, users, int(id_))if len(data) 0:msg[data] data[0]# 浏览点击次数try:__browseClick__ users.__browseClick__except:__browseClick__ Noneif __browseClick__ and clicknum in users.getallcolumn(users, users):click_dict {id: int(id_), clicknum: str(int(data[0].get(clicknum, 0)) 1)}ret users.updatebyparams(users, users, click_dict)if ret ! None:msg[code] crud_error_codemsg[msg] retreturn JsonResponse(msg)def users_save(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code, data: {}}req_dict request.session.get(req_dict)req_dict[role] 管理员error users.createbyreq(users, users, req_dict)if error ! None:msg[code] crud_error_codemsg[msg] errorreturn JsonResponse(msg)def users_update(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code, data: {}}req_dict request.session.get(req_dict)if req_dict.get(mima) and req_dict.get(password):if mima not in users.getallcolumn(users,users):del req_dict[mima]if password not in users.getallcolumn(users,users):del req_dict[password]try:del req_dict[clicknum]except:passerror users.updatebyparams(users, users, req_dict)if error ! None:msg[code] crud_error_codemsg[msg] errorreturn JsonResponse(msg)def users_delete(request):if request.method in [POST, GET]:msg {code: normal_code, msg: mes.normal_code, data: {}}req_dict request.session.get(req_dict)error users.deletes(users,users,req_dict.get(ids))if error ! None:msg[code] crud_error_codemsg[msg] errorreturn JsonResponse(msg)
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