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Top 23 C++ Tensorflow Projects
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Project mention: Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨ | dev.to | 2024-11-03
🥷 Fork & clone tensorflow repo. ⚙️ Setup Development environment for contribution. 🫸 Push and create pull request.
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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: ESpeak-ng: speech synthesizer with more than one hundred languages and accents | news.ycombinator.com | 2024-05-01As I understand it DeepSpeech is no longer actively maintained by Mozilla: https://github.com/mozilla/DeepSpeech/issues/3693
For Text To Speech, I've found Piper TTS useful (for situations where "quality"=="realistic"/"natual"): https://github.com/rhasspy/piper
For Speech to Text (which AIUI DeepSpeech provided), I've had some success with Vosk: https://github.com/alphacep/vosk-api
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ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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Leveraged ONNX Runtime for optimized inference across different hardware
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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
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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/?
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STT
🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
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EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)
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athena
an open-source implementation of sequence-to-sequence based speech processing engine (by athena-team)
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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
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react-native-fast-tflite
🔥 High-performance TensorFlow Lite library for React Native with GPU acceleration
Camera and Image Captioning: For taking pictures we will use react-native-vision-camera and for generating captions from the images, react-native-quick-tflite.
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nnstreamer
:twisted_rightwards_arrows: Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.
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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).
C++ Tensorflow discussion
C++ Tensorflow related posts
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Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨
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Create ML models that can run in any environment
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TensorFlow: Democratizing Machine Learning with Open Source Power
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Release TensorFlow 2.17.0 · TensorFlow/TensorFlow
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Pedalboard – Python Library for Audio
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Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities
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Side Quest Devblog #1: These Fakes are getting Deep
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A note from our sponsor - SaaSHub
www.saashub.com | 9 Feb 2025
Index
What are some of the best open-source Tensorflow projects in C++? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | tensorflow | 187,784 |
| 2 | DeepSpeech | 25,766 |
| 3 | ncnn | 20,905 |
| 4 | onnxruntime | 15,458 |
| 5 | Open3D | 11,865 |
| 6 | serving | 6,223 |
| 7 | TNN | 4,454 |
| 8 | EAST | 3,020 |
| 9 | iree | 2,963 |
| 10 | self-driving-car | 2,793 |
| 11 | STT | 2,324 |
| 12 | uTensor | 1,754 |
| 13 | EdgeML | 1,601 |
| 14 | frugally-deep | 1,084 |
| 15 | PoseEstimationForMobile | 1,005 |
| 16 | oneAPI-samples | 991 |
| 17 | echo | 962 |
| 18 | athena | 952 |
| 19 | MocapNET | 871 |
| 20 | react-native-fast-tflite | 812 |
| 21 | cppflow | 790 |
| 22 | deepbacksub | 740 |
| 23 | nnstreamer | 727 |
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