****|English Version

(Silent-Face-Anti-Spoofing)

,APK,.

2020-07-30: caffe

APK

3D

,,

MobileFaceNetFlops0.224G0.081G,().

Model	FLOPs	Params
MobileFaceNet	0.224G	0.991M
MiniFASNetV1	0.081G	0.414M
MiniFASNetV2	0.081G	0.435M

APK

APK

https://github.com/minivision-ai/Silent-Face-Anti-Spoofing-APK

Demo

Model(input 80x80)	FLOPs	Speed	FPR	TPR
APK	84M	20ms	1e-5	97.8%
	162M	40ms	1e-5	99.7%

• :(ms), (0~1)(or)
• ,,,

• RGB
• 30

---

	990 5G	990	845	810	RK3288
/ms	19	23	24	25	90

pip install -r requirements.txt

Clone

git clone https://github.com/minivision-ai/Silent-Face-Anti-Spoofing  
cd Silent-Face-Anti-Spoofing

1.3,; 2.,patch,patch;

• (org_1_heightxwidth),resize(width, height),1;
• patch(scale_heightxwidth),,,(scale)resize(width, height),2-4scale1,2.74patch;
  

3.,.

---

 datasets
     RGB_Images
         org_1_80x60
             0
		 aaa.png
		 bbb.png
		 ...
             1
		 ddd.png
		 eee.png
		 ...
             2
		 ggg.png
		 hhh.png
		 ...
         1_80x80
         ...

python train.py --device_ids 0  --patch_info your_patch

./resources/anti_spoof_models ./resources/detection_model ./images/sample

python test.py --image_name your_image_name

6d8q (1); (2)files; (3)caffemodelmodels;

• RetinaFace

QQ1121178835

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