Pages in category "AI - Application examples"
The following 4 pages are in this category, out of 4 total.
Approved version. Approved on: 10:46, 27 November 2023
| Applicable for | STM32MP13x lines, STM32MP15x lines, STM32MP25x lines |
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| NPU/GPU | CPU | CPU | EdgeTPU | |
 Image classification |
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 Object detection |
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 Pose estimation |
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 Semantic segmentation |
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 Face recognition |
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 Important
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| 1 NPU/GPU acceleration based on OpenVX backend using network binary graph (NBG) is available only for STM32MP2x boards |
| Model | STM32MP25 NPU |
STM32MP15x CPU | |
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 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 |
STModel_FaceReco |
15 FPS |
5 FPS |
 Pose estimation |
YoloV8n 256x256 |
59 FPS |
1.3 FPS |
 Semantic segmentation |
DeepLabV3 257x257 |
17 FPS |
1 FPS |
Neural processing unit - NEW
Graphics processing units
Central processing unit
Frames per second
The following 4 pages are in this category, out of 4 total.
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