Neural Network ModelsΒΆ
Here you can see a summary for neural network models created by our Lab and used in FindFace Enterprise Server:
Note
The CPU and GPU benchmark setup is the following:
- CPU: OpenBLAS 0.2.18 (single thread), Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz
- GPU: CUDA 8.0, GeForce GTX 1080
Type | Name | In use | Facen size, bytes | CPU | GPU | ||
---|---|---|---|---|---|---|---|
FPS | RAM, MB | FPS | RAM, MB | ||||
Face biometrics | model_36 | 2016 | 160 | N/A | N/A | N/A | N/A |
model_39c | 2016 | 160 | N/A | N/A | N/A | N/A | |
fr_1 | 2016 - 04/05/2017 | 160 | N/A | N/A | N/A | N/A | |
en_1 | 2016 - 03/03/2017 | 320 | N/A | N/A | N/A | N/A | |
en2_face0 | since 03/14/2017 | 320 | N/A | N/A | N/A | N/A | |
apricot_160f | since 07/31/2017 | 160 | 5.15 | 336 | 166.11 | 622 | |
apricot_320 | since 07/31/2017 | 320 | 4.87 | 386 | 165.29 | 616 | |
banana_800f | since 09/15/2017 | 800 | 0.71 | 2407 | 26.37 | 2638 | |
cherry_480 | since 03/30/2018 | 480 | 1.24 | 1880 | 57.59 | 2144 | |
dragonfruit_576 | since 06/28/2018 | 576 | 1.02 | 2205 | 48.11 | 2424 | |
elderberry_576 | since 07/31/2018 | 576 | 1.02 | 2205 | 48.11 | 2424 | |
Gender recognition | fr_1_gender0 | since 04/05/2017 | N/A | N/A | N/A | N/A | N/A |
Age recognition | fr_1_age0 | since 04/05/2017 | N/A | N/A | N/A | N/A | N/A |
Emotions recognition | model_39c_em | 04/05/2017- 08/11/2017 | N/A | N/A | N/A | N/A | N/A |
emotion_1 | since 08/11/2017 | N/A | N/A | N/A | N/A | N/A | |
Country recognition | countries47.v0 | since 08/21/2018 | N/A | 4.14 | 509 | 118.48 | 662 |