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Top 13 C++ deep-neural-network Projects
An Open Source Machine Learning Framework for EveryoneProject mention: TensorFlow 2.12 | news.ycombinator.com | 2023-03-22
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkitProject mention: Worldwide building footprints derived from satellite imagery from Microsoft | reddit.com/r/gis | 2022-05-20
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MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in AlibabaProject 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.
A flexible, high-performance serving system for machine learning modelsProject 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 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
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.
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?
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:dancer: Real-time single person pose estimation for Android and iOS.
Fast inference engine for Transformer modelsProject 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.
Arm Machine Learning tutorials and examples (by ARM-software)
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.
Deep Learning Primitives and Mini-Framework for OpenCLProject 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 learning for grasp detection within MoveIt.
C++ deep-neural-networks related posts
1 project | news.ycombinator.com | 22 Mar 2023
Anybody building ML models in C++?
3 projects | reddit.com/r/cpp_questions | 21 Mar 2023
[D] How do OpenAI and other companies manage to have real-time inference on model with billions of parameters over an API?
1 project | reddit.com/r/learnmachinelearning | 21 Mar 2023
Does Tensorflow not work with CUDA 12.0?
1 project | reddit.com/r/tensorflow | 9 Mar 2023
Help regarding cross compiling TFLite for arm64 machines on linux
1 project | reddit.com/r/tensorflow | 15 Feb 2023
OneFlow v0.9.0 Came Out!——A Distributed Deep Learning Framework
1 project | reddit.com/r/programming | 12 Feb 2023
OneFlow v0.9.0 Came Out!
1 project | reddit.com/r/deeplearning | 12 Feb 2023
A note from our sponsor - Sonar
www.sonarsource.com | 25 Mar 2023
What are some of the best open-source deep-neural-network projects in C++? This list will help you: