EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)
Review iot-device Sensor edge-machine-learning resource-constrained-ml machine-learning-algorithms microsoft-research Machine Learning Tensorflow Deep Learning edge-computing Microsoft edge-devices Classifier emi-rnn Pytorch bonsai protonn fastgrnn CPP fastrnn
Source Code
Suggest alternative
Edit details
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

EdgeML Alternatives

Similar projects and alternatives to EdgeML

microsoft
EdgeML

  1. torch_geopooling

    1 EdgeML VS torch_geopooling

    The geospatial pooling modules for neural networks in PyTorch

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. tinyengine

    3 EdgeML VS tinyengine

    [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory (by mit-han-lab)

  4. MetisFL

    43 EdgeML VS MetisFL

    The first open Federated Learning framework implemented in C++ and Python.

  5. vit.cpp

    2 EdgeML VS vit.cpp

    Inference Vision Transformer (ViT) in plain C/C++ with ggml

  6. optimate

    105 EdgeML VS optimate

    A collection of libraries to optimise AI model performances

  7. Qlearning-Pong-Workshop-in-Cpp

    1 EdgeML VS Qlearning-Pong-Workshop-in-Cpp

    A from scratch implementation of the Qlearning machine learning algorithm on the classic game of pong

  8. uTensor

    1 EdgeML VS uTensor

    TinyML AI inference library

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  10. frugally-deep

    5 EdgeML VS frugally-deep

    A lightweight header-only library for using Keras (TensorFlow) models in C++.

  11. nimbus

    1 EdgeML VS nimbus

    Weather forecasting model using Tensorflow (by malwarebo)

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better EdgeML alternative or higher similarity.
Suggest an alternative to EdgeML

EdgeML discussion

Log in or Post with

EdgeML reviews and mentions

Posts with mentions or reviews of EdgeML. We have used some of these posts to build our list of alternatives and similar projects.
  • Great Quantization Libraries? [D]
    1 project | /r/MachineLearning | 6 Mar 2023
    There is compiler from microsoft called SEEDOT https://github.com/microsoft/EdgeML/tree/master/tools/SeeDot , very good for 8bit , not sure for 4bit , what is usecase you compile it down to 4 bit systems

Stats

Basic EdgeML repo stats
1
1,614
0.0
12 months ago

microsoft/EdgeML is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of EdgeML is C++.

Popular Comparisons

  1. EdgeML VS torch_geopooling
  2. EdgeML VS tinyengine
  3. EdgeML VS MetisFL
  4. EdgeML VS vit.cpp
  5. EdgeML VS optimate
  6. EdgeML VS Qlearning-Pong-Workshop-in-Cpp
  7. EdgeML VS uTensor
  8. EdgeML VS frugally-deep
  9. EdgeML VS nimbus

Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com

Did you know that C++ is
the 7th most popular programming language
based on number of references?

Loading...