# nhyai

**Repository Path**: jstarseven/nhyai

## Basic Information

- **Project Name**: nhyai
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2025-03-29
- **Last Updated**: 2025-03-29

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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](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
![](https://ae01.alicdn.com/kf/U40e826faae524ca4a2c20416a2ed036aB.jpg)

#### 通用识别
![](https://ae01.alicdn.com/kf/U92b90f7c589c4ffd8568fb9fb381daa49.jpg)

#### 敏感文字过滤
![](https://ae01.alicdn.com/kf/U4eaca3a0c93b4b409003ddf73d0d5709Z.jpg)

#### 视频检测
![](https://ae01.alicdn.com/kf/Uda6671cabada4ecdac02533b10c9217aQ.jpg)

### 参考
- https://github.com/kaldi-asr/kaldi
- https://github.com/yahoo/open_nsfw
- https://github.com/chineseocr/chineseocr
- https://github.com/chineseocr/darknet-ocr
- https://github.com/eragonruan/text-detection-ctpn