C++ deep-neural-networks

Open-source C++ projects categorized as deep-neural-networks

Top 13 C++ deep-neural-network Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: TensorFlow 2.12 | news.ycombinator.com | 2023-03-22
  • CNTK

    Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

    Project mention: Worldwide building footprints derived from satellite imagery from Microsoft | reddit.com/r/gis | 2022-05-20
  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • MNN

    MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

    Project mention: What’s New in TensorFlow 2.10? | news.ycombinator.com | 2022-09-06

    There are a ton of mobile deployment options that support PyTorch+TF models. It's hard to argue TFLite is the best.


  • serving

    A flexible, high-performance serving system for machine learning models

    Project mention: [D] How do OpenAI and other companies manage to have real-time inference on model with billions of parameters over an API? | reddit.com/r/learnmachinelearning | 2023-03-21

    I mean, probably - it's written in C++ https://github.com/tensorflow/serving

  • oneflow

    OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

    Project mention: OneFlow v0.9.0 Came Out!——A Distributed Deep Learning Framework | reddit.com/r/programming | 2023-02-12
  • oneDNN

    oneAPI Deep Neural Network Library (oneDNN)

    Project mention: Arc & Deep Learning Frameworks | reddit.com/r/intel | 2022-10-06

    For completeness, it looks like this question was posted to the oneDNN GitHub repo and the response was to stay tune for updates.

  • self-driving-car

    Udacity Self-Driving Car Engineer Nanodegree projects. (by ndrplz)

    Project mention: Need help with my school project. | reddit.com/r/AutonomousVehicles | 2022-10-19

    Hi everyone, I'm currently doing a project for my final semester about self-driving car. I have read this repo on GitHub and when followed through, it can run on the sample maps. However, when I try it on other custom maps, the result was not as good. Can anyone here give me some general advice to further improve the model?

  • Sonar

    Write Clean C++ Code. Always.. Sonar helps you commit clean C++ code every time. With over 550 unique rules to find C++ bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • PoseEstimationForMobile

    :dancer: Real-time single person pose estimation for Android and iOS.

  • CTranslate2

    Fast inference engine for Transformer models

    Project mention: [D] Faster Flan-T5 inference | reddit.com/r/MachineLearning | 2023-02-22

    You can also check out the CTranslate2 library which supports efficient inference of T5 models, including 8-bit quantization on CPU and GPU. There is a usage example in the documentation.

  • ML-examples

    Arm Machine Learning tutorials and examples (by ARM-software)

  • signatory

    Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

    Project mention: [R] Authors Claim to Have "Solved" MNIST and CIFAR | reddit.com/r/MachineLearning | 2022-04-19

    As it happens, I know quite a lot about signatures. I spent half my PhD working on them. For example I am the author of the most popular library for computing signatures, which involved coming up with some new asymptotically optimal algorithms for computing them. So that's my credentials out the way.

  • dlprimitives

    Deep Learning Primitives and Mini-Framework for OpenCL

    Project mention: [P] OpenCL backend for PyTorch - progress works with mainstream pytorch | reddit.com/r/MachineLearning | 2022-10-31

    I'm working on PyTorch OpenCL backend based on dlprimitives core library. It exists for a while but until now it required building custom pytorch version.

  • deep_grasp_demo

    Deep learning for grasp detection within MoveIt.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-03-22.

C++ deep-neural-networks related posts


What are some of the best open-source deep-neural-network projects in C++? This list will help you:

Project Stars
1 tensorflow 172,321
2 CNTK 17,331
3 MNN 7,442
4 serving 5,805
5 oneflow 4,623
6 oneDNN 3,094
7 self-driving-car 2,476
8 PoseEstimationForMobile 962
9 CTranslate2 591
10 ML-examples 352
11 signatory 212
12 dlprimitives 89
13 deep_grasp_demo 77
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