mnn_example
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20 hours ago •
MirrorYuChen
MirrorYuChen
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
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:
object result:
face detection result:
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
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alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet