C++ Tensorflow

Open-source C++ projects categorized as Tensorflow

Top 23 C++ Tensorflow Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16
  • 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: Common Voice | news.ycombinator.com | 2023-12-05
  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • ncnn

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

    Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

    ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.

    https://github.com/Tencent/ncnn

  • onnxruntime

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

    Project mention: AI Inference now available in Supabase Edge Functions | dev.to | 2024-04-16

    Embedding generation uses the ONNX runtime under the hood. This is a cross-platform inferencing library that supports multiple execution providers from CPU to specialized GPUs.

  • Open3D

    Open3D: A Modern Library for 3D Data Processing

    Project mention: Does anyone else agree that the links to the latest development version of Open3D don't work? | /r/cscareerquestions | 2023-07-10

    I was going to file a bug about another issue, but I have to download the development version. This is why I want this solved quickly. None of the links seem to work: https://github.com/isl-org/Open3D/issues/6259

  • serving

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

    Project mention: Llama.cpp: Full CUDA GPU Acceleration | news.ycombinator.com | 2023-06-12

    Yet another TEDIOUS BATTLE: Python vs. C++/C stack.

    This project gained popularity due to the HIGH DEMAND for running large models with 1B+ parameters, like `llama`. Python dominates the interface and training ecosystem, but prior to llama.cpp, non-ML professionals showed little interest in a fast C++ interface library. While existing solutions like tensorflow-serving [1] in C++ were sufficiently fast with GPU support, llama.cpp took the initiative to optimize for CPU and trim unnecessary code, essentially code-golfing and sacrificing some algorithm correctness for improved performance, which isn't favored by "ML research".

    NOTE: In my opinion, a true pioneer was DarkNet, which implemented the YOLO model series and significantly outperformed others [2]. Same trick basically like llama.cpp

    [1] https://github.com/tensorflow/serving

  • pedalboard

    🎛 🔊 A Python library for audio.

    Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    spotify/pedalboard: audio effects for Python and TensorFlow

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • TNN

    TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts

  • EAST

    A tensorflow implementation of EAST text detector (by argman)

  • self-driving-car

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

  • iree

    A retargetable MLIR-based machine learning compiler and runtime toolkit.

    Project mention: Calyx, a Compiler Infrastructure for Accelerator Generators | news.ycombinator.com | 2024-03-04

    How is this different than the mlir infrastructure of llvm and xla implemented in https://iree.dev/?

  • STT

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

    Project mention: Rest in Peas: The Unrecognized Death of Speech Recognition (2010) | news.ycombinator.com | 2023-05-04

    What has happened since then? I know Common Voice has come and gone https://en.wikipedia.org/wiki/Common_Voice https://github.com/coqui-ai/STT

    And I've seen some neural approaches too

    No idea where to look for comparisons though.

  • uTensor

    TinyML AI inference library

  • EdgeML

    This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)

  • frugally-deep

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

    Project mention: Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++ | news.ycombinator.com | 2023-12-09
  • PoseEstimationForMobile

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

  • athena

    an open-source implementation of sequence-to-sequence based speech processing engine (by athena-team)

  • echo

    A New Cross-Platform 2D 3D Game Engine (by timi-liuliang)

    Project mention: Echo open source game engine | news.ycombinator.com | 2023-11-08
  • oneAPI-samples

    Samples for Intel® oneAPI Toolkits

    Project mention: For those interested in learning how to build a Language Identification solution using PyTorch, check out my article. | /r/learnmachinelearning | 2023-04-28

    Link to code sample: https://github.com/oneapi-src/oneAPI-samples/tree/master/AI-and-Analytics/End-to-end-Workloads/LanguageIdentification

  • 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

  • cppflow

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

  • deepbacksub

    Virtual Video Device for Background Replacement with Deep Semantic Segmentation

  • io

    Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO (by tensorflow)

    Project mention: Has anyone gotten tensorflow_io to work on their M1 Mac? As far as I can tell there are no solutions. | /r/tensorflow | 2023-07-23

    Been stuck on this for days. The issue is mentioned in this year old thread, with multiple solutions that dont end up working. https://github.com/tensorflow/io/issues/1625 . If we're on Mac are we just SOL? Never encountered this type of problem before where you straight up cant work because your Mac is incompatible with the necessary software.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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 2024-04-16.

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 182,173
2 DeepSpeech 24,164
3 ncnn 19,125
4 onnxruntime 12,583
5 Open3D 10,408
6 serving 6,078
7 pedalboard 4,821
8 TNN 4,267
9 EAST 2,993
10 self-driving-car 2,690
11 iree 2,363
12 STT 2,122
13 uTensor 1,636
14 EdgeML 1,537
15 frugally-deep 1,040
16 PoseEstimationForMobile 991
17 athena 930
18 echo 914
19 oneAPI-samples 830
20 MocapNET 801
21 cppflow 757
22 deepbacksub 729
23 io 690
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