This layer provides support for building Machine learning and AI applications and related software.

Git repository

https://github.com/Freescale/meta-freescale-ml web repo

Last commit: 2 years, 4 months ago (honister branch)

Maintainer

Dependencies

The meta-freescale-ml layer depends upon:

Recipe name Version Description
arm-compute-library 21.08 The ARM Computer Vision and Machine Learning library
armnn 21.08 ARM Neural Network SDK
armnn-caffe 1.0 Caffe protobuf files - used in ARMNN for Caffe network models
armnn-onnx 1.6.0 ONNX protobuf files - used in ARMNN for Caffe network models
armnn-onnx-protobuf 1.6.0 ONNX protobuf files - used in Arm NN for ONNX parser
armnn-swig 4.0.2 SWIG - Simplified Wrapper and Interface Generator
armnn-tensorflow 2.3.1 Tensorflow protobuf files - used in ARMNN for Tensorflow network models
armnn-tensorflow-protobuf 2.3.1 TensorFlow and TensorFlow Lite protobuf files - used in Arm NN for TensorFlow and TensorFlow Lite parsers
deepview-rt 2.4.25-aarch64 This package includes the updated and experimental ModelRunner for TensorFlow Lite and ARM NN. Also in this repository is a pre-release of DeepViewRT with support for the OpenVX backend.
deepview-rt-examples 1.0 DeepViewRT examples
deepview-rt-extras 2.4.25 The DeepView Extras provides a library of additional functions which do not have the same portability requirements as the core engine. This library links against the C++ runtime though externally offers the same C API.
eiq-apps git GStreamer Neural Network Inference Demo
google-coral-posenet git Google Coral Edge TPU Posenet Library
nn-imx 1.2.0 i.MX Neural Networks Accelerator Plugin
onnxruntime 1.8.2 cross-platform, high performance scoring engine for ML models
onnxruntime-native 1.8.2 Parts of ONNX Runtime that needs to be compiled for native system
packagegroup-fsl-ml 1.0 Add packages for AI/ML build
pytorch 1.7.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
tensorflow-lite 2.6.0 TensorFlow Lite C++ Library
tensorflow-lite-vx-delegate 2.6.0 TensorFlow Lite VX Delegate
tensorflow-protobuf 3.9.2 Protocol Buffers - structured data serialisation mechanism
tim-vx 1.1.34 Tensor Interface Module for OpenVX
torchvision 0.8.2 The torchvision package consists of popular datasets, model architectures, and common image transformations for computer vision.
tvm 0.7.0 Open Deep Learning Compiler Stack