This message will disappear after all relevant tasks have been resolved.
Semantic MediaWiki
There are 1 incomplete or pending task to finish installation of Semantic MediaWiki. An administrator or user with sufficient rights can complete it. This should be done before adding new data to avoid inconsistencies.1 X-LINUX-AI v5.0.0[edit source]
1.1 Contents[edit source]
- XNNPACK [1] support for TensorFlow™ Lite and ONNX Runtime, with about 20% to 30% performance gain for quantized networks on a 32-bit system
- TensorFlow™ Lite[2] 2.11.0 with XNNPACK delegate activated
- ONNX Runtime[3] 1.14.0 with XNNPACK execution engine activated
- Coral Edge TPU™[4] accelerator native support
- libedgetpu 2.0.0 (Gouper) aligned with TensorFlow™ Lite 2.11.0
- libcoral 2.0.0 (Gouper) aligned with TensorFlow™ Lite 2.11.0
- PyCoral 2.0.0 (Gouper) aligned with TensorFlow™ Lite 2.11.0
- OpenCV[5] 4.7.x
- Gstreamer [6] 1.22.x
- Python™[7] 3.10.x (enabling Pillow module)
- Application samples
- C++ / Python Object detection using ONNX™ Runtime COCO SSD MobileNet v1 quantized model
- Python image classification using ONNX™ Runtime based on MobileNet v1 quantized model
- C++ / Python image classification using TensorFlow™ Lite based on MobileNet v1 quantized model
- C++ / Python object detection using TensorFlow™ Lite based on COCO SSD MobileNet v1 quantized model
- C++ / Python image classification using Coral Edge TPU™ based on MobileNet v1 quantized model and compiled for the Coral Edge TPU™
- C++ / Python object detection using Coral Edge TPU™ based on COCO SSD MobileNet v1 quantized model and compiled for the Coral Edge TPU™
- C++ face recognition using TensorFlow™ Lite models capable of recognizing the face of a known (enrolled) user (available on demand)
- Application support for the 720p, 480p, and 272p display configurations
- C++/Python application camera pipeline update to use GtkWaylandsink and achieve better performance
- X-LINUX-AI SDK add-on extending the OpenSTLinux SDK with AI functionality to develop and build an AI application easily. The X-LINUX-AI SDK add-on provides support for all the above frameworks. It is available from the X-LINUX-AI product page
1.2 Validated hardware[edit source]
As any software expansion package, the X-LINUX-AI is supported on all STM32MP1 series and it has been validated on the following boards: