Pages in category "AI - Application examples"
The following 5 pages are in this category, out of 5 total.
Approved version. Approved on: 10:46, 27 November 2023
| Applicable for | STM32MP13x lines, STM32MP15x lines, STM32MP25x lines |
 |
 |
 |
 | |
|---|---|---|---|---|
| NPU/GPU | CPU | CPU | EdgeTPU | |
 Image classification |
|
|
|
|
 Object detection |
|
|
|
|
 Pose estimation |
|
|
|
|
 Semantic segmentation |
|
|
|
|
 Face recognition |
|
|
|
|
 Important
|
| 1 NPU/GPU acceleration based on OpenVX backend using network binary graph (NBG) is available only for STM32MP2x boards |
| Model | STM32MP25 NPU |
STM32MP15x CPU | |
|---|---|---|---|
 Image classification |
MobilenetV1_0.5 128x128 |
515 FPS |
22 FPS |
| MobilenetV2_1.0 224x224 |
72 FPS |
2 FPS | |
 Object detection |
SSD_MobilenetV1_1.0 300x300 |
40 FPS |
2 FPS |
| SSD_MobilenetV2_FPNLite 224x224 | 36 FPS | 0.8 FPS | |
 Face recognition |
Blazeface + Facenet |
33 FPS |
1.5 FPS |
 Pose estimation |
YoloV8n 256x256 |
59 FPS |
1.3 FPS |
 Semantic segmentation |
DeepLabV3 257x257 |
17 FPS |
1 FPS |
The following 5 pages are in this category, out of 5 total.
Discover STM32 application processors and get ready with industry 4.0 on st.com site
If you have any question or request concerning this wiki or if you see some pages with some mistake, you can report them using ST Support Center or ST Community MPU Forum.