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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: about 11 hours ago
JSON representation

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

Programming Languages

C++ 9 Swift 2 Python 1

Categories

Inference Engines 19 Table of Contents 9 Challenges 2 LicenseBlock 2

Sub Categories

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

Keywords

machine-learning 6 deep-learning 5 ios 4 convolutional-neural-networks 3 deep-neural-networks 3 android 3 arm 3 neural-network 3 riscv 2 pytorch 2 onnx 2 artificial-intelligence 2 vulkan 2 caffe 2 arm-neon 2 simd 2 opencl 2 neon 2 swift 2 residual-networks 2 neural-networks 2 metal 2 iphone 2 apple 2 tensorflow 2 nvdla 1 supperedge 1 tensorrt 1 linux 1 cpp 1 computer-vision 1 armv8 1 armv7 1 x86-64 1 auto-ml 1 aarch64 1 awesome-list 1 edge 1 edge-deep-learning 1 edge-machine-learning 1 efficient-architectures 1 embedded-machine-learning 1 federated-learning 1 iot 1 mobile-machine-learning 1 pruning 1 acl 1 ncnn 1 mxnet 1 mlir 1