C++ convolutional-neural-networks

Open-source C++ projects categorized as convolutional-neural-networks
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Topics: #Deep Learning #Tensorflow #deep-neural-networks #CPP #Library
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Top 7 C++ convolutional-neural-network Projects

  • self-driving-car

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

    Project mention: Need help with my school project. | /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?

  • PoseEstimationForMobile

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

  • 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.

  • frugally-deep

    Header-only library for using Keras (TensorFlow) models in C++.

    Project mention: Way to convert keras based model to C++. | /r/AskProgramming | 2023-02-12

    Did you work through the FAQ here: https://github.com/Dobiasd/frugally-deep/blob/master/FAQ.md

  • iSeeBetter

    iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

    Project mention: Upscale from 1080P to 4K with resolve free version. | /r/davinciresolve | 2022-07-27

  • dlprimitives

    Deep Learning Primitives and Mini-Framework for OpenCL

    Project mention: [P] OpenCL backend for PyTorch - progress works with mainstream pytorch | /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.

  • ceras

    Ceras is yet another tiny deep learning engine, in pure c++ and header only. (by fengwang)

    Project mention: Neural nets in production systems | /r/cpp | 2022-09-17

    Maybe you can take a look at my toy repo (https://github.com/fengwang/ceras) before getting started. This library heavily uses templated meta-programming techniques to build the computation graph at compile time, and is header only.

  • Seayon

    Open source Neural Network library in C++

    Project mention: Open source Neural Network from scratch in C++ | /r/NeuralNetwork | 2022-08-02

  • 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.

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 2023-02-12.

Index

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

Project Stars
1 self-driving-car 2,476
2 PoseEstimationForMobile 967
3 frugally-deep 958
4 iSeeBetter 336
5 dlprimitives 107
6 ceras 94
7 Seayon 2

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