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AI智能审查,支持色情识别、暴恐识别、语言识别、敏感文字检测和视频检测等功能,以及各种OCR识别能力,如身份证、驾照、行驶证、营业执照、银行卡、手写体、车牌和名片识别等功能,可以访问网站体验功能。

Home Page: https://ai.hn-ssc.com

License: Apache License 2.0

Python 55.52% Vue 5.86% Makefile 0.09% C 35.50% Shell 0.04% Cuda 2.33% C++ 0.66% Batchfile 0.01% CMake 0.01% PureBasic 0.01%

nhyai's Introduction

nhyai 简介

基于深度学习的图像识别算法,海量大数据样本,准确识别图片和视频中的涉黄、 涉暴涉恐、政治敏感、民谣等内容,也能从美观和清晰等维度对图像进行筛选, 快速精准,解放审核人力。

演示站点: https://ai.hn-ssc.com/sindex

安装与使用

  • Ubuntu18.04,Windows10虽然也能跑,但是环境整合会无比蛋疼
  • python version >= 3.5.2
  • pip install -r requirements.txt
  • tensorflow,tensorflow-gpu version >= 1.13.1
  • pip install torch torchvision

启用git lfs功能

  • sudo apt-get install git-lfs
  • git lfs install

前端打包

  • cd /frontend
  • npm run build

关于caffe安装

  • sudo apt install caffe-cpu 或 sudo apt install caffe-cuda
  • cp -r /usr/lib/python3/dist-packages/caffe /home/condas/envs/python3.6/lib/python3.6/

数据库割接:

  • python backend/manage.py makemigrations

  • python backend/manage.py migrate

后台运行:

  • screen python backend/manage.py runserver 0.0.0.0:8000 --noreload --insecure

性能分析+后台运行:

  • python backend/manage.py runprofileserver 0.0.0.0:8000 --noreload --insecure --kcachegrind --prof-path=/tmp/ai-profile-data

运行多任务:

  • screen python backend/manage_task.py rqworker android ios default

创建用户Django

  • python backend/manage_task.py createsuperuser

如遇到mysql安装错误,在ubuntu下执行如下命令:

  • sudo apt-get install libmysqlclient-dev

项目截图

暴恐色情识别

通用识别

敏感文字过滤

视频检测

参考

nhyai's People

Contributors

wangshujingscan avatar demon001 avatar xiongjian0708 avatar qihang2012 avatar nwj1225 avatar

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