
easyaiot
我希望全世界都能使用这个系统,实现AI的真正0门槛,人人都能体验到AI带来的好处,而并不只是掌握在少数人手里。支持上千种垂直场景,支持AI模型定制化和AI算法定制化开发 深度融合,赋能万物智视:EasyAIoT 构筑了物联网设备(尤其是海量摄像头)的高效接入与管控网络。我们深度融合流媒体实时传输技术与前沿人工智能(AI),打造一体化服务核心。这套方案不仅打通了异构设备的互联互通,更将高清视频流与强大的AI解析引擎深度集成,赋予监控系统“智能之眼”——精准实现人脸识别、异常行为分析、风险人员布控周界入侵检测。
Stars: 51

EasyAIoT is an AI cloud platform designed to support camera integration, annotation, training, inference, data collection, analysis, alerts, recording, storage, and deployment. It aims to provide a zero-threshold AI experience for everyone, with a focus on cameras below a hundred levels. The platform consists of five core projects: WEB module for frontend management, DEVICE module for device management, VIDEO module for video processing, AI module for AI analysis, and TASK module for high-performance task execution. EasyAIoT combines Java, Python, and C++ to create a versatile and user-friendly AIoT platform.
README:
注意:百级以上摄像头接入需要使用Kubernetes云原生编程、NVIDIA GPU编解码加速、RK3588 NPU加速等,会大大增加开源项目复杂度与开源理念相悖,所以针对百级以上摄像头场景,放到姊妹项目MegAIoT + 模方开放平台,拆分的目的是将基础架构平台与垂直领域解决方案分离,实现5分钟部署,1小时定制。
Java适合做平台但不适合网络编程和AI编程,Python适合做网络和AI编程但不适合做高性能任务执行,C++适合做高性能任务执行但不适合做前面两者做的事情,EasyAIoT设想是采用三合一语言混编,构建一个实现不太Easy,但是使用非常Easy的AIoT平台。
EasyAIoT由五个核心项目组成:
- WEB模块: 基于Vue的前端管理界面
- DEVICE模块: 基于Java的设备管理模块,负责IoT设备接入与管理
- VIDEO模块: 基于Python的视频处理模块,负责视频流处理与传输
- AI模块: 基于Python的人工智能处理模块,负责视频分析和AI算法执行
- TASK模块: 基于C++的高性能任务处理模块,负责计算密集型任务执行
支持上千种垂直场景,支持AI模型定制化和AI算法定制化开发,深度融合。
赋能万物智视:EasyAIoT 构筑了物联网设备(尤其是海量摄像头)的高效接入与管控网络。我们深度融合流媒体实时传输技术与前沿人工智能(AI),打造一体化服务核心。这套方案不仅打通了异构设备的互联互通,更将高清视频流与强大的AI解析引擎深度集成,赋予监控系统" 智能之眼"——精准实现人脸识别、异常行为分析、风险人员布控及周界入侵检测
EasyAIoT是一个开源学习项目,与商业行为无关。用户在使用该项目时,应遵循法律法规,不得进行非法活动。如果EasyAIoT发现用户有违法行为,将会配合相关机关进行调查并向政府部门举报。用户因非法行为造成的任何法律责任均由用户自行承担,如因用户使用造成第三方损害的,用户应当依法予以赔偿。使用EasyAIoT所有相关资源均由用户自行承担风险.
- 演示地址:http://pro.basiclab.top:8888/
- 账号:admin
- 密码:admin123
- Gitee: https://gitee.com/soaring-xiongkulu/easyaiot
- Github: https://github.com/soaring-xiongkulu/easyaiot
- 核心框架:Vue 3.3.8
- 开发语言:TypeScript 5.2.2
- 构建工具:Vite 4.5.0
- UI组件库:Ant Design Vue 4.0.7
- 状态管理:Pinia 2.1.7
- 路由:Vue Router 4.2.5
- HTTP客户端:Axios/Alova 1.6.1
- CSS:UnoCSS 0.57.3
- 包管理器:pnpm 9.0.4
-
DEVICE模块框架:
- Spring Boot 2.7.18
- Spring Boot Starter Security
- Gateway
- SkyWalking
- OpenFeign
- Sentinel
- Nacos
- Kafka
- TDEngine
- MyBatis-Plus
- PostgreSQL
-
AI模块框架:
- Python 3.11+
- Flask
- Flask-Cors
- Flask-Migrate
- Flask-SQLAlchemy
- OpenCV (cv2)
- Pillow (PIL.Image)
- Ultralytics
- Psycopg2-Binary
-
VIDEO模块框架:
- Python 3.11+
- WSDiscovery
- Netifaces
- Onvif-Zeep
- Pyserial
- Paho_Mqtt
- Flask
- Flask-Cors
- Flask-Migrate
- Flask-SQLAlchemy
- Psycopg2-Binary
-
TASK模块框架:
- C++17
- Opencv2
- Httplib
- Json
- Librknn
- Minio-Cpp
- Mk-Media
- RGA
- Logging
- Queue
- Thread
我们提供了各种服务方式帮助您深入了解EasyAIoT平台和代码,通过产品文档、技术交流群、付费教学等方式,你将获得如下服务:
服务项 | 服务内容 | 服务收费 | 服务方式 |
---|---|---|---|
系统部署 | 在客户指定的网络和硬件环境中完成EasyAIoT部署 | 500元 | 线上部署支持 |
技术支持 | 提供各类部署、功能使用中遇到的问题答疑 | 200元 | 半小时内 线上远程支持 |
模型训练 | 训练业务场景识别模型 | 1000+元 | 模型定制化训练 |
其他服务 | 垂直领域解决方案定制化开发;定制化时长、功能服务等 | 面议 | 面议 |
感谢以下各位对本项目包括但不限于代码贡献、问题反馈、资金捐赠等各种方式的支持!以下排名不分先后:
![]() 山寒 |
![]() 放学丶别走 |
![]() 春和 |
![]() 章鱼小丸子 |
![]() Catwings |
![]() 小工头 |
![]() 西乡一粒沙 |
![]() 玖零。 |
![]() 金鸿伟 |
![]() 李江峰 |
![]() Best Yao |
![]() 无为而治 |
![]() shup |
![]() 也许 |
![]() ⁰ʚᦔrꫀꪖꪑ⁰ɞ . |
![]() 逆 |
![]() 廖东旺 |
![]() 一往无前 |
![]() 黄振 |
![]() 春生 |
![]() 贵阳王老板 |
![]() hao_chen |
![]() 尽千 |
![]() yuer629 |
![]() kong |
![]() 岁月静好 |
![]() Kunkka |
![]() 灬 |
![]() Mr.LuCkY |
![]() 泓 |
![]() i |
![]() 依依 |
![]() 小菜鸟先飞 |
![]() 追溯未来 |
![]() 青衫 |
![]() Fae |
![]() 憨憨 |
![]() 文艺小青年 |
![]() lion |
![]() 汪汪队立大功 |
![]() wcj |
![]() 怒放de生命 |
![]() 蓝速传媒 |
![]() Achieve_Xu |
![]() NicholasLD |
![]() ADVISORYZ |
![]() take your time or |
![]() 碎碎念. |
![]() 北街 |
![]() Dorky TAT |
![]() 右耳向西 |
![]() 派大星 |
![]() 棒槌 |
![]() 信微输传助手 |
![]() Charon |
![]() 赵WIFI. |
![]() Chao. |
![]() 城市稻草人 |
![]() Bug写手墨白 |
![]() kevin |
![]() 童年 |
![]() sherry金 |
![]() 王守仁 |
EasyAIoT开源平台遵循 MIT LICENSE 协议。 允许商业使用,但务必保留类作者、Copyright 信息。
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