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Top 23 C++ Tensorflow Projects
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Project mention: The Documentation Strategy Behind Every Successful Open Source Project | dev.to | 2025-07-29
The TensorFlow team structures their contributor guide with clear sections and sub-sections, making it easy to jump to relevant information without reading everything.
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JetBrains
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ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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Project mention: Generative AI Interview for Senior Data Scientists: 50 Key Questions and Answers | dev.to | 2025-05-06
How it works: A model trained in one framework can be converted to the ONNX format. This format can then be run on various hardware or inference engines that support it (e.g., ONNX Runtime). It facilitates easy model transfer and execution even if the development framework and deployment environment differ.
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The most popular library for point cloud processing in Python is Open3D.
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TensorFlow Serving GitHub
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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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InfluxDB
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STT
🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
It seems that the team that used to work on DeepSpeech then worked on coqui-ai STT https://github.com/coqui-ai/STT and now recommends using OpenAI Whisper (https://github.com/openai/whisper)
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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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react-native-fast-tflite
🔥 High-performance TensorFlow Lite library for React Native with GPU acceleration
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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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nnstreamer
:twisted_rightwards_arrows: Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.
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Sevalla
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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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The Documentation Strategy Behind Every Successful Open Source Project
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DeepSpeech Is Discontinued
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IREE
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Show HN: Txeo – A Modern C++ Wrapper for TensorFlow
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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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A note from our sponsor - InfluxDB
www.influxdata.com | 31 Aug 2025
Index
What are some of the best open-source Tensorflow projects in C++? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | tensorflow | 191,376 |
| 2 | ncnn | 21,982 |
| 3 | onnxruntime | 17,661 |
| 4 | Open3D | 12,707 |
| 5 | serving | 6,317 |
| 6 | TNN | 4,572 |
| 7 | iree | 3,322 |
| 8 | EAST | 3,052 |
| 9 | self-driving-car | 2,850 |
| 10 | STT | 2,443 |
| 11 | uTensor | 1,854 |
| 12 | EdgeML | 1,639 |
| 13 | frugally-deep | 1,111 |
| 14 | oneAPI-samples | 1,071 |
| 15 | PoseEstimationForMobile | 1,013 |
| 16 | react-native-fast-tflite | 981 |
| 17 | echo | 972 |
| 18 | athena | 956 |
| 19 | MocapNET | 905 |
| 20 | cppflow | 802 |
| 21 | nnstreamer | 754 |
| 22 | deepbacksub | 738 |
| 23 | io | 733 |
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