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Compatible with OpenSTLinux Distribution release v2.0.0 For further information: https://wiki.st.com/stm32mpu/wiki/X-LINUX-AI_OpenSTLinux_Expansion_Package Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com>
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# meta-st-stm32mpu-ai | ||
OpenEmbedded meta layer to install AI frameworks and tools for the STM32MP1. | ||
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Available images: | ||
* st-image-ai-cv for Computer Vision | ||
It also provide application samples. | ||
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## Compatibility | ||
Compatible with the following OpenSTLinux Distribution release v1.1.0: | ||
* openstlinux-4.19-thud-mp1-19-10-09 | ||
This version has been validated against the OpenSTLinux ecosystem release v2.0.0 and validated on STM32MP157x-DKx and STM32MP157x-EV1 boards. | ||
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## Available frameworks and tools within the meta-layer | ||
[X-LINUX-AI-CV v1.1.0 expansion package](https://wiki.st.com/stm32mpu/wiki/X-LINUX-AI-CV_OpenSTLinux_expansion_package): | ||
* TensorFlow Lite 2.0.0 | ||
* OpenCV 3.4.x | ||
* Python 3.5.x (enabling Pillow module) | ||
* Python application examples | ||
* Image classification example based on MobileNet v1 model | ||
* Object detection example based on COCO SSD MobileNet v1 model | ||
* C/C++ application examples | ||
* Image classification example based on MobileNet v1 model | ||
* Object detection example based on COCO SSD MobileNet v1 model | ||
* Support of the STM32MP157 Avenger96 board + OV5640 CSI camera mezzanine board | ||
[X-LINUX-AI v2.0.0 expansion package](https://wiki.st.com/stm32mpu/wiki/X-LINUX-AI_OpenSTLinux_Expansion_Package): | ||
* TensorFlow Lite 2.2.0 | ||
* Coral Edge TPU accelerator support | ||
* armNN 20.05 | ||
* OpenCV 4.1.x | ||
* Python 3.8.x (enabling Pillow module) | ||
* Support STM32MP15xF devices operating at up to 800MHz | ||
* Python and C++ application samples | ||
* Image classification using TensorFlow Lite based on MobileNet v1 quantized model | ||
* Object detection using TensorFlow Lite based on COCO SSD MobileNet v1 quantized model | ||
* Image classification using Coral Edge TPU based on MobileNet v1 quantized model and compiled for the Coral Edge TPU | ||
* Object detection using Coral Edge TPU based on COCO SSD MobileNet v1 quantized model and compiled for the Coral Edge TPU | ||
* Image classification using armNN TensorFlow Lite parser based on MobileNet v1 float model | ||
* Object detection using armNN TensorFlow Lite parser based on COCO SSD MobileNet v1 quantized model | ||
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## Further information on how to install and how to use | ||
<https://wiki.st.com/stm32mpu/wiki/X-LINUX-AI_OpenSTLinux_Expansion_Package> | ||
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## Further information (how to install, how to use, ...) | ||
<https://wiki.st.com/stm32mpu/wiki/STM32MP1_artificial_intelligence_expansion_packages> | ||
## Application samples | ||
<https://wiki.st.com/stm32mpu/wiki/X-LINUX-AI_application_samples_zoo> |