C++ deep-neural-networks

Open-source C++ projects categorized as deep-neural-networks | Edit details

Top 9 C++ deep-neural-network Projects

  • GitHub repo tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: What is the TensorFlow/Keras equivalent of the "WeightLearnRateFactor" parameter of MATLAB? | reddit.com/r/tensorflow | 2022-01-22

    It appears this doesn't exist out of the box in Keras. Here's a note about it: https://github.com/tensorflow/tensorflow/issues/42296

  • GitHub repo CNTK

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

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo MNN

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

    Project mention: Newbie having error code of cannot build selected target abi x86 no suitable splits configured | reddit.com/r/AndroidStudio | 2021-04-12

    I found a solution on GitHub check your app's build.gradle, defaultConfig section - you need to add x86 to your ndk abiFilters ndk.abiFilters 'armeabi-v7a','arm64-v8a', 'x86' GitHub Hope it will help. You have to find that file and edit it as given here

  • GitHub repo serving

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

    Project mention: Running concurrent inference processes in Flask or should I use FastAPI? | reddit.com/r/flask | 2021-03-29

    Don't roll this yourself. Look at Tensorflow Serving: https://github.com/tensorflow/serving.

  • GitHub repo oneflow

    OneFlow is a performance-centered and open-source deep learning framework.

    Project mention: Optimization of CUDA Elementwise Template Library: Practical, Efficient, and Extensible | reddit.com/r/CUDA | 2022-01-20

    Elementwise operation refers to applying a function transformation to every element of a tensor. In deep learning, many operators can be regraded as elementwise operators, such as common activation functions (like ReLU and GELU) and ScalarMultiply (multiplying each element of a tensor by a scalar). For this elementwise operation, OneFlow(https://github.com/Oneflow-Inc/oneflow/) abstracts a CUDA template. this article will introduce the design thoughts and optimization techniques of CUDA template.

  • GitHub repo vosk-api

    Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

    Project mention: Nerd-dictation, hackable speech to text on Linux | news.ycombinator.com | 2022-01-17

    The package that this project is built on (vosk-api) mentions & includes some examples to demonstrate exactly that type of use case with ffmpeg:

    "...continuous large vocabulary transcription, zero-latency response with streaming API, reconfigurable vocabulary and speaker identification ... can also create subtitles for movies, transcription for lectures and interviews."

    * https://github.com/alphacep/vosk-api/blob/master/python/exam...

    * https://github.com/alphacep/vosk-api/blob/master/python/exam...

    * https://github.com/alphacep/vosk-api/blob/master/python/exam...

  • GitHub repo oneDNN

    oneAPI Deep Neural Network Library (oneDNN)

    Project mention: Keeping POWER relevant in the open source world | news.ycombinator.com | 2022-01-22
  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • GitHub repo PoseEstimationForMobile

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

    Project mention: Is a refresh coming? | reddit.com/r/tonalgym | 2021-11-21

    Tonal has a pretty beefy android system in it. https://github.com/edvardHua/PoseEstimationForMobile

  • GitHub repo CTranslate2

    Fast inference engine for Transformer models

    Project mention: Build and install downloaded python package from source | reddit.com/r/learnpython | 2021-11-12

    So I want to use a package called argostranslate for an offline translator-based project. Doing a simple pip install returns a dependency error for a package called ctranslate2. Looking at it at https://github.com/OpenNMT/CTranslate2, it appears this is as it has only been built and uploaded for macOS and Linux. This means I will need to build it myself, so I cloned and downloaded the package from GitHub. Looking on the web I can't find any simple way to build and install a downloaded package, anyone know how I can do this?

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 2022-01-22.

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 162,156
2 CNTK 17,116
3 MNN 6,357
4 serving 5,350
5 oneflow 2,967
6 vosk-api 2,760
7 oneDNN 2,646
8 PoseEstimationForMobile 880
9 CTranslate2 229
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