Arm NN enables third parties to run neural network models on their custom inference hardware. It also allows the addition of new backends through the new ‘Pluggable Backend’ mechanism.
Arm NN's architecture has been extended to make a new…
Arm NN plugin framework
- 7 months ago
- Processors
- Machine Learning IP blog
Character recognition using NXP LPC1768 (Cortex-M3)
Hello guys.
I have a project on handwritten character recognition using a landTiger NXP LPC1768 ARM Cortex M3 board using touchscreen and so on.
My experience in such kind of projects or programming is limited but I am willing to put the effort to do…
- 9 months ago
- Processors
- Cortex-M / M-Profile forum
New Arm ML guide: Deploying a quantized TensorFlow Lite MobileNet V1 model
We are very pleased to announce the launch of a machine learning how-to guide – Deploying a quantized TensorFlow Lite MobileNet V1 model.
The guide provides an end-to-end solution on using the Arm NN SDK. It walks you through creating a program which…
- 9 months ago
- Processors
- Machine Learning IP blog
Object detection
Hi guys,
Has anyone tried object detection using ARM NN? Are there any examples you could point me to?
I have mobilnet-ssd TF model, also TF-LIte model 8bit quantized but I am happy to retrain on anything that'd run well on the board.
I am going to…
- over 1 year ago
- Open Source Software and Platforms
- Machine Learning forum
Why Google’s TF Lite Micro Makes ML on Arm Even Easier
Yesterday, at Google I/O, Google announced that they are partnering with Arm to develop TensorFlow Lite Micro and that uTensor – an inference library based on Arm Mbed and TensorFlow – is becoming part of this new project. (See the Mbed b…
- over 1 year ago
- Processors
- Machine Learning IP blog
Arm NN: the Easy Way to Deploy Edge ML
Machine learning (ML) is no longer the new kid on the block. We’re almost all familiar with the concept of personal assistants, connected homes and a seemingly limitless torrent of gadgets that can improve our lives – as long as we have a data connection…
- over 1 year ago
- Software Tools
- Tools, Software and IDEs blog
Arm NN：在移动和嵌入式设备上无缝构建和运行机器学习应用程序
原文地址：https://community.arm.com/tools/b/blog/posts/arm-nn-sdk
最近，我们宣布推出神经网络机器学习(ML) 软件 Arm NN，这是一项关键技术，可在基于 Arm 的高能效平台上轻松构建和运行机器学习应用程序。
实质上，该软件桥接了现有神经网络框架（例如 TensorFlow 或 Caffe）与在嵌入式 Linux 平台上运行的底层处理硬件（例如 CPU、GPU 或新型 Arm 机器学习处理器）。这样，开发人员能够继续使用他们首选的框架和工具…