# open_nsfw_android [![](https://jitpack.io/v/devzwy/open_nsfw_android.svg)](https://jitpack.io/#devzwy/open_nsfw_android) [![](https://img.shields.io/badge/Base-TensorFlow-brightgreen.svg)](https://github.com/devzwy/open_nsfw_android) [![](https://img.shields.io/badge/license-Apache%202-green.svg)](https://www.apache.org/licenses/LICENSE-2.0) [![](https://img.shields.io/badge/%E4%BD%9C%E8%80%85-赵文贇-orange.svg)](https://github.com/devzwy/open_nsfw_android) [![](https://img.shields.io/badge/QQ-3648415-brightgreen.svg)](https://github.com/devzwy/KUtils) [![](https://img.shields.io/badge/微信-admin_zwy-brightgreen.svg)](https://github.com/devzwy/open_nsfw_android) [![](https://img.shields.io/badge/Mail-dev_zwy@aliyun.com-green.svg)](https://github.com/devzwy/open_nsfw_android) ![Mozilla Add-on](https://img.shields.io/amo/stars/dustman.svg?label=stars&logo=1&logoColor=1&style=popout) ### 色情图片离线识别,基于TensorFlow实现。识别只需200ms,可断网测试,成功率99%,调用只要一行代码,从雅虎的开源项目open_nsfw移植,tflite(6M)为训练好的模型(已量化),该模型文件可用于iOS、java、C++等平台,Python使用生成的tfLite文件检测图片的速度远远快于使用原模型. ### iOS请参考:[issues13](https://github.com/devzwy/open_nsfw_android/issues/13) ### Python参考:[NSFW-Python](https://github.com/devzwy/NSFW-Python)、[Python-TensorflowLite-Api](https://tensorflow.google.cn/api_docs/python/tf/lite)、[Python-Tensorflow-Api](https://tensorflow.google.cn/api_docs/python/tf) ### Java参考:[Tensorflow-Api](https://tensorflow.google.cn/api_docs/java/reference/org/tensorflow/package-summary) ### C++参考:[TensorflowLite-Api](https://tensorflow.google.cn/lite/api_docs/cc) ### JavaScript参考[JS相关文档](https://js.tensorflow.org/api/latest/) >>> 其中Python、C++均有两种数据喂入的方式,可根据需求选择pb模型或tfLite文件,详细请参考上面的链接.Java的目前只能加载pb模型。其他的平台可自行[百度](https://www.baidu.com) ### [pb模型下载](https://github.com/devzwy/NSFW-Python/tree/master/model) ### 本项目移除测试图片,请下载Demo后自行配图测试 ### 使用 - Add it in your root build.gradle at the end of repositories: ``` allprojects { repositories { ... maven { url 'https://jitpack.io' } } } ``` - Add the dependency [![](https://jitpack.io/v/devzwy/open_nsfw_android.svg)](https://jitpack.io/#devzwy/open_nsfw_android) ``` dependencies { //versionCode:上面小icon中最新版本号 implementation 'com.github.devzwy:open_nsfw_android:[versionCode]' } ``` - 扫描时报如下错误 ``` java.lang.NullPointerException: Attempt to invoke virtual method 'com.zwy.nsfw.api.NsfwBean com.zwy.nsfw.Classifier.run(android.graphics.Bitmap)' on a null object reference ``` __请添加__ ``` android { ... aaptOptions { noCompress "tflite" } } ``` - 使用 ``` val nsfwHelper = NSFWHelper.init(NSFWConfig(assets)) val nsfwBean = nsfwHelper?.scanBitmap(bitmap)!! nsfwBean.sfw nsfwBean.nsfw if(nsfwBean.nsfw>0.3){ Log.e("NSFW","图片涉黄") } ``` - kotlin可直接使用File.getNsfwScore(mAssetManager: AssetManager): NsfwBean 或 Bitmap.getNsfwScore(mAssetManager: AssetManager): NsfwBean 直接获取鉴定结果(NSFWHelper 1.2.9版本开始支持),比如: ``` val bitmap = BitmapFactory.decodeFile(path) val nsfwScore = bitmap.getNsfwScore(assets) if(nsfwBean.nsfw>0.3){ Log.e("NSFW","图片涉黄") } ``` 或 ``` val file = File(lm.path) val nsfwScore = file.getNsfwScore(assets) if(nsfwBean.nsfw>0.3){ Log.e("NSFW","图片涉黄") } ``` ### 安卓手机直接[点我安装](https://fir.im/1rj9) ### 扫码下载 ![图片](https://github.com/devzwy/open_nsfw_android/blob/master/img/2.png) ### Demo运行结果: ![图片](https://github.com/devzwy/open_nsfw_android/blob/master/img/1.png)