# mnn_example

**Repository Path**: diven-fork/mnn_example

## Basic Information

- **Project Name**: mnn_example
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-29
- **Last Updated**: 2021-03-29

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# mnn_example
## alibaba MNN, mobilenet classifier, centerface detector, pfld landmarker and zqlandmarker, mobilefacenet
## **1.更新日志**
时间|更新内容
--|--
20200621| 1.remove the interface of GetImg;
20200320| 1.fix bug in face aligner;
20200305| 1.add ultraface and blending nms;
20200221| 1.add mobilefacenet;
20200220| 1.use template to reduce the reaptly code in NMS;
20200218| 1.refacter the project;
20200217| 1.add zwnet and face database;
20200216| 1.refacter the project and add zqlandmarker;
20200215| 1.add pfld landmarker and face aligner;
20200214| 1.add centerface detector;
20200205| 1.add object detection;
20200128| 1.add image classification;
## **2.How to use?**
 - (1). convert model
 - - classifier model comes from: https://github.com/tensorflow/models/tree/master/research/slim
 - - object detection model comes from: https://github.com/C-Aniruddh/realtime_object_recognition
```
./MNNConvert -f TF --modelFile mobilenet_v1_1.0_224_frozen.pb --MNNModel mobilenet.mnn --bizCode MNN
```
```
./MNNConvert -f CAFFE --modelFile MobileNetSSD_deploy.caffemodel --prototxt MobileNetSSD_deploy.prototxt --MNNModel mobilenetssd.mnn --bizCode MNN
```
 - (2). build
```
mkdir build && cd build && make -j3 &&  cd src && ./classifier && ./object && ./face
```
 - (3). result 
 classifier result:
![图片](https://github.com/MirrorYuChen/MNN_mobilenet/blob/master/data/images/classify_result.jpg)
 object result:
![图片](https://github.com/MirrorYuChen/MNN_mobilenet/blob/master/data/images/object_result.jpg)
face detection result:
![图片](https://github.com/MirrorYuChen/MNN_mobilenet/blob/master/data/images/face_result.jpg)
## **3. TODO:**
 - [x] add pose
## **4. reference:**
### MNN: https://github.com/alibaba/MNN
### ZQCNN: https://github.com/zuoqing1988/ZQCNN
### MNN_APPLICATION: https://github.com/xindongzhang/MNN-APPLICATIONS
### insightface: https://github.com/deepinsight/insightface
### centerface: https://github.com/Star-Clouds/CenterFace
### ultraface: https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB
### seetaface2: https://github.com/seetafaceengine/SeetaFace2
### csdn blog: https://blog.csdn.net/abcd740181246/article/details/90143848