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chineseocr lite android psenet,超轻量级中文ocr android demo,支持竖排文字识别, 支持ncnn推理 ( psenet+anglenet+crnn)

Home Page: https://github.com/ouyanghuiyu/chineseocr_lite

Kotlin 0.22% C++ 94.46% CMake 0.03% C 5.12% Objective-C 0.17%

chocrliteandroidpsenet's Introduction

ChOcrLiteAndroidPseNet

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介绍

chineseocr lite android psenet,超轻量级中文ocr android demo,支持竖排文字识别, 支持ncnn推理 ( psenet+anglenet+crnn)

代码和模型均源自chineseocr lite 详情请查看 https://github.com/ouyanghuiyu/chineseocr_lite

采用ncnn神经网络前向计算框架https://github.com/Tencent/ncnn

整合了如下算法: psenet(图像分割)+shufflenet(文字方向检测)+crnn-lstm(文字识别)

架构

  1. 封装为独立的Library。
  2. Native层以C++编写。
  3. demo app以kotlin-jvm编写。
  4. 内置的ncnn预编译库版本ncnn-android-lib.zip 20200916 b766c8c
  5. 内置的opencv动态库版本opencv-3.4.10-android-sdk.zip

编译环境

  1. AndroidStudio 4.0或以上
  2. NDK
  3. cmake 3.4.1或以上

dbnet版本

ChOcrLiteAndroidDBNet

chocrliteandroidpsenet's People

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