awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
https://github.com/Bisonai/awesome-edge-machine-learning

Last synced: 15 days ago
JSON representation

Challenges
- [Low Power Recognition Challenge (LPIRC)](https://rebootingcomputing.ieee.org/lpirc)
  - Online Track
  - Onsite Track
Inference Engines
- Arm Compute Library
  - https://github.com/ARM-software/ComputeLibrary
- Bender
  - https://github.com/xmartlabs/Bender
  - https://xmartlabs.github.io/Bender/
- Caffe 2
  - https://caffe2.ai/
  - https://github.com/pytorch/pytorch/tree/master/caffe2
- CoreML
  - https://developer.apple.com/documentation/coreml
- dabnn
  - https://github.com/JDAI-CV/dabnn
- Embedded Learning Library
  - https://github.com/Microsoft/ELL
  - https://microsoft.github.io/ELL
- Feather CNN
  - https://github.com/Tencent/FeatherCNN
- MACE
  - https://mace.readthedocs.io/
  - https://github.com/XiaoMi/mace
- MNN
  - https://github.com/alibaba/MNN
- MXNet
  - https://mxnet.incubator.apache.org/versions/master/faq/smart_device.html
  - https://mxnet.incubator.apache.org/versions/master/faq/smart_device.html
- NCNN
  - https://github.com/tencent/ncnn
- Neural Networks API
  - https://developer.android.com/ndk/guides/neuralnetworks/
- Tengine
  - https://github.com/OAID/Tengine
- TensorFlow Lite
  - https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite
  - https://www.tensorflow.org/lite/
LicenseBlock
- [Pete Warden's blog](https://petewarden.com/)
  - Bisonai
  - ![CC0
Table of Contents

Programming Languages

C++ 9 Swift 2 Python 1

Categories

Inference Engines 20 Table of Contents 9 Challenges 2 LicenseBlock 2

Sub Categories

[Pete Warden's blog](https://petewarden.com/) 2 Bender 2 Embedded Learning Library 2 Caffe 2 2 TensorFlow Lite 2 [Low Power Recognition Challenge (LPIRC)](https://rebootingcomputing.ieee.org/lpirc) 2 MACE 2 MXNet 2 CoreML 1 Tengine 1 MNN 1 Neural Networks API 1 NCNN 1 dabnn 1 Feather CNN 1 Arm Compute Library 1

Keywords

machine-learning 6 deep-learning 5 ios 4 convolutional-neural-networks 3 deep-neural-networks 3 neural-network 3 android 3 arm 3 vulkan 2 opencl 2 caffe 2 arm-neon 2 neon 2 tensorflow 2 riscv 2 pytorch 2 onnx 2 simd 2 artificial-intelligence 2 swift 2 residual-networks 2 neural-networks 2 metal 2 iphone 2 apple 2 sve 1 hvx 1 linux 1 cpp 1 computer-vision 1 armv8 1 armv7 1 aarch64 1 winograd-algorithm 1 mnn 1 ml 1 embedded-devices 1 ncnn 1 mxnet 1 mlir 1 keras 1 inference 1 high-preformance 1 darknet 1 quantization 1 pruning 1 mobile-machine-learning 1 iot 1 federated-learning 1 embedded-machine-learning 1