TBBZ / mnn_example

alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet

mnn_example

alibaba MNN, mobilenet classifier, centerface detector, pfld landmarker and zqlandmarker, mobilefacenet

2020.06.21: remove the interface of GetImg

2020.03.20: fix bug in face aligner

2020.03.05: add ultraface and blending nms

2020.02.21: add mobilefacenet

2020.02.20: use template to reduce the reaptly code in NMS

2020.02.18: refacter the project

2020.02.17: add zwnet and face database

2020.02.16: refacter the project and add zqlandmarker

2020.02.15: add pfld landmarker and face aligner

2020.02.14: add centerface detector

2020.02.05: add object detection

2020.01.28: add image classification

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. classifier result:

4. object result:

5. face detection result:

6. TODO:

• add pose

7. 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