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mtcnn's Introduction

Hey 👋🏽, I'm cpuimage

Hi, I am ZhiHan Gao, a native of Shantou, now living in Guangzhou, China.

I write open source projects about audio and image algorthms in github.

If you like my open source projects, and useful for you,

please consider buying me a coffee.

Thank you for your support!

Talking about Personal Stuffs:

  • 👨🏽‍💻 I have worked for Baidu, KingSoft, etc.
  • 🌱 I’m currently working on
    • Deep Learning

      • A Trimap-Free Solution for Real-Time Automatic Portrait Matting on Mobile Devices
      • A Robust Optimizer With Normalized Accelerated Convergence Capability in Deep Learning
      • A General and Adaptive Robust Loss Structure Scheme
      • A Robust Loss Weighting Solution For Learning Long-Tail Data
      • Image Synthesis and Semantic Manipulation Using Stable Diffusion Networks
      • Stable Diffusion Architecture Optimization And Deployment On Mobile Devices
      • A Robust Solution For Accelerated Training Convergence And Learning Long-Tail Data
      • A Arbitrary Resolution Super Resolution Solution for Real World
      • Accelerate Stable Diffusion FP16 Inference Deployment Optimization with TensorRT
      • Port Stable Diffusion X4 Upscaler To TensorFlow And Support FP16 Inference Deployment
      • Port Stable Diffusion PromptGen (GPT2) To TensorFlow And Support ONNX Inference Deployment
      • Improve Batch Normalization for Robust Training and Inference
      • Stable Diffusion Architectural Distillation
      • Content-aware 3-view synthesis based on Stable Diffusion in Game Art
      • Super Resolution Solution based on Stable Diffusion
      • Video Editing techniques based on Stable Diffusion
      • Port Stable Diffusion XL 1.0 To TensorFlow And Support FP16 Inference Deployment
      • A Plug-And-Play Algorithm For Asynchronous Inference With Frequency-Domain Decomposable Reconstruction For Arbitrary Visual Scenes
      • Stable Diffusion Inference With PyTorch Weights And More Features Like Stable Diffusion Web UI In Keras 3.x
    • Statistical Algorithms

      • Real time and embedded implementation of speech enhancement algorithms based on Minimum Mean-Square Error Short-Time Spectral Amplitude estimation (MMSE-STSA)
  • 👯 I’m looking to collaborate on audio and image algorithms
    • 🤔 Reach me on
      • Telegram Badge
      • Wechat Badge
      • QQ Badge
  • 💬 Any paid technical service or solution consulting
    • 📫 Reach me on mail:
      • mail Badge

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mtcnn's Issues

可以支持gpu吗

请问程序可以支持gpu吗,项目原来是使用python+mxnet来做的,现在想提升效率,使用C++提升效率。

target_link_libraries(mtcnn ${CMAKE_BINARY_DIR}/ncnn/src/libncnn.a m) issue

Dear Contributor
There are some issues, which i occur.
Issue 1: I have clone your this repo to local, and then use CMake to build a VS2013 project, it's all right,
but get "can't open libncnn.a library error", then i change the addition library path to fix this problem.
Issue 2: after fix issue , i get "can't open m.lib" so i remove this addition lib from my vs.
Issue 3: after fix all, i get some linked error. i copy the ncnn.lib from ncnn project output folder to this project, and then linked this lib to this project.
after those steps i build this repo to my PC, win7 VS2013.
so maybe this CMakeList have to make some improve.
Thanks very much your contribution!

编译出错。。

[ 90%] Built target caffe2ncnn
Makefile:129: recipe for target 'all' failed
make: *** [all] Error 2

/MTCNN/src/main.cpp:56:20: error: ‘browse’ was not declared in this scope

/home/tim/workspaces/AI_TEST_One_week/MTCNN/src/main.cpp:56:20: error: ‘browse’ was not declared in this scope
browse(saveFile);
^
CMakeFiles/mtcnn.dir/build.make:62: recipe for target 'CMakeFiles/mtcnn.dir/src/main.cpp.o' failed
make[2]: *** [CMakeFiles/mtcnn.dir/src/main.cpp.o] Error 1
CMakeFiles/Makefile2:72: recipe for target 'CMakeFiles/mtcnn.dir/all' failed
make[1]: *** [CMakeFiles/mtcnn.dir/all] Error 2
Makefile:129: recipe for target 'all' failed
make: *** [all] Error 2

Compiling help.

I compiled ncnn , how can I compile ?

it gave:

/Users/alpullu/Projects/ncnn/build/MTCNN/src/mtcnn.cpp:196:24: error: use of undeclared identifier 'ceil'

thx

在ARM v8下编译失败(raspberry pi 3b)

在支持neon的arm64系统下编译,layer.cpp处报错
“Pooling_arm_layer_creator” was not declared in this scope...
{"Pooling" , Pooling_arm_layer_creator},
在x86平台程序编译工作正常,在arm64下貌似找不到相应的层定义文件

simple cam example

Hi,

I am very new to ncnn.

can you add a very simple camera example? with opencv ?

Capture camera(Videocap (0)) detect faces / square and show with cv::im.show

I couldnt find a way to do this due to a newbee..

best

博主macos下面统译出错

404 行// float M_PI = 3.1415926535897932384626433832795f;
系统已经自定义了

87行,定义这个好像出错了
char drive[_MAX_DRIVE];
char dir[_MAX_DIR];
char fname[_MAX_FNAME];
char ext[_MAX_EXT];

下面是编译几个错误

/Users/hzq/demo/mtcnn/src/timing.h:31:5: error: non-void function 'nanotimer'
should return a value [-Wreturn-type]
return;
^
/Users/hzq/demo/mtcnn/src/main.cpp:87:13: error: use of undeclared identifier
'_MAX_DRIVE'
char drive[_MAX_DRIVE];
^
/Users/hzq/demo/mtcnn/src/main.cpp:88:11: error: use of undeclared identifier
'_MAX_DIR'
char dir[_MAX_DIR];
^
/Users/hzq/demo/mtcnn/src/main.cpp:89:13: error: use of undeclared identifier
'_MAX_FNAME'
char fname[_MAX_FNAME];
^
/Users/hzq/demo/mtcnn/src/main.cpp:90:11: error: use of undeclared identifier
'_MAX_EXT'
char ext[_MAX_EXT];

怎么编译和运行这个项目

博主,不好意思,我是个小白,请问一下这个项目怎么样可以正常运行,使用cmake还是写个makefile?能不能简单提供一下步骤?

关于model文件bin和param

你的模型文件bin和param能不能由python生成的index、meta和data等文件转化来?如果可以,那过程又是怎么样?能说一下吗?谢谢!

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