C++ Tensorflow

Open-source C++ projects categorized as Tensorflow | Edit details

Top 21 C++ Tensorflow 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 DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

    Project mention: I have 10,000 hours of audio files I'd like transcribed. | reddit.com/r/software | 2022-01-18

    You might be able to get some success with Project DeepSpeech

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo ncnn

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    Project mention: ncnn convert | dev.to | 2021-09-29

    ncnn install ncnn

  • GitHub repo onnxruntime

    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

    Project mention: 💡 What's new in txtai 4.0 | dev.to | 2022-01-06

    txtai supports generating vectors with Hugging Face Transformers, PyTorch, ONNX and Word Vector models.

  • GitHub repo Open3D

    Open3D: A Modern Library for 3D Data Processing

    Project mention: Creating a simple 3d engine to render a car for ML, how hard is it? Sim | reddit.com/r/cpp | 2021-12-16

    http://www.open3d.org/ seems like a good choice. Is there anything better I'm missing?

  • 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 pedalboard

    🎛 🔊 A Python library for adding effects to audio.

    Project mention: Zrythm: A highly automated and intuitive digital audio workstation | news.ycombinator.com | 2021-12-05

    have you seen the pedalboard project? Might get you the outcome you're after if you want to dabble in python.

    https://github.com/spotify/pedalboard

  • 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 EAST

    A tensorflow implementation of EAST text detector (by argman)

    Project mention: How the network architecture in EAST text detector translates to keras? | reddit.com/r/MLQuestions | 2021-12-03

    I'm not sure whether I'm among a few or many who struggle translating academic papers to code. I tried looking for EAST reliable implementation, and so far I only found this (TF 1.x), this (pytorch), this (pytorch), ... and a few others. The problem is that I cannot tell the differences between each and the paper's implementation. Here's the network architecture below, can someone explain how I should read and interpret / convert what is understood from the figure to a keras model. The parts I find tricky:

  • GitHub repo uTensor

    TinyML AI inference library

    Project mention: [D] why isn't converting ML Models to plain code trivial? | reddit.com/r/MachineLearning | 2021-11-02

    Random example, more stuff. My comments are more of baking models into c(pp) code which is not what cppflow does but probably what you are actually looking for.

  • GitHub repo STT

    The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

    Project mention: Speech to Text Best Resource | news.ycombinator.com | 2021-11-04
  • GitHub repo iree

    👻

    Project mention: WONNX: Deep Learning on WebGPU using the ONNX format. | reddit.com/r/rust | 2022-01-10

    If you're interested in really pushing yourself, perhaps you can look at https://github.com/google/iree?

  • 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 frugally-deep

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

  • GitHub repo deepbacksub

    Virtual Video Device for Background Replacement with Deep Semantic Segmentation

    Project mention: Zoom gains virtual background without green screen functionality | reddit.com/r/linux | 2021-10-12
  • GitHub repo cppflow

    Run TensorFlow models in C++ without installation and without Bazel

    Project mention: What is the most used library for AI in C++ ? | reddit.com/r/cpp_questions | 2022-01-23

    I use cppflow to run compiled tensorflow models natively in C++. It works like a charm :)

  • GitHub repo MocapNET

    We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic

    Project mention: Simple method to pose a character using a reference image and AI pose estimation? | reddit.com/r/blender | 2021-03-02
  • GitHub repo dirt

    DIRT: a fast differentiable renderer for TensorFlow

    Project mention: An Efficient Implementation of TensorFlow Lite for RISC-V Vectors | reddit.com/r/RISCV | 2021-09-21
  • GitHub repo CFU-Playground

    Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM).

    Project mention: Hacker News top posts: Jan 11, 2022 | reddit.com/r/hackerdigest | 2022-01-11

    CFU Playground: Full-Stack Open-Source Framework for TinyML Acceleration on FPGA\ (3 comments)

  • GitHub repo yggdrasil-decision-forests

    A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.

    Project mention: [P] Tree compiler that speeds up LightGBM model inference by ~30x | reddit.com/r/MachineLearning | 2021-08-23

    Have you tried to compare with Yggdrasil, the decision forest engine (c++, both training and inference) powering TensorFlow Decision Forests ?

  • GitHub repo qt-tf-lite-example

    Qt TensorFlow Lite example

  • GitHub repo loneliless

    A Deep-Q Network playing a single player Pong game. Network done in Python (Tensorflow-gpu) with the single player Pong game implemented in C++ (Openframeworks) and both binded with Pybind11.

    Project mention: I wrote a NPC-only pong game with Tensorflow and C++ | reddit.com/r/deeplearning | 2021-12-21
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 2022-01-23.

C++ Tensorflow related posts

Index

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

Project Stars
1 tensorflow 162,156
2 DeepSpeech 18,854
3 ncnn 13,625
4 onnxruntime 6,097
5 Open3D 6,034
6 serving 5,350
7 pedalboard 3,092
8 EAST 2,803
9 uTensor 1,390
10 STT 981
11 iree 967
12 PoseEstimationForMobile 880
13 frugally-deep 822
14 deepbacksub 630
15 cppflow 539
16 MocapNET 369
17 dirt 292
18 CFU-Playground 205
19 yggdrasil-decision-forests 122
20 qt-tf-lite-example 3
21 loneliless 0
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