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Top 14 C Deep Learning Projects
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darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)
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willow
Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative
Project mention: Show HN: Voice-Pro – AI Voice Cloning Magic: Transform Any Voice in 15 Seconds | news.ycombinator.com | 2024-11-27 -
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tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory (by mit-han-lab)
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SaaSHub
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tevr-asr-tool
State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.
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Nerve
This is a basic implementation of a neural network for use in C and C++ programs. It is intended for use in applications that just happen to need a simple neural network and do not want to use needlessly complex neural network libraries. (by fkkarakurt)
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SynapseAI_Core
SynapseAI Core is a reference implementation of the SynapseAI API running on Habana Gaudi
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SLID-on-Microcontrollers
Speech Classification using a Convolutional Neural Network running on a Microcontroller
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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 Deep Learning discussion
C Deep Learning related posts
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Tinygrad: Hacked 4090 driver to enable P2P
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karpathy/llm.c
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Eagle 7B: Soaring past Transformers
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Any “Google Home” type solutions that work offline?
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[D] Run Pytorch model inference on Microcontroller
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Open Source Smart Device
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Yorick is an interpreted programming language for scientific simulations
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Index
What are some of the best open-source Deep Learning projects in C? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | darknet | 21,809 |
| 2 | lab | 7,104 |
| 3 | audioFlux | 2,926 |
| 4 | willow | 2,643 |
| 5 | sod | 1,744 |
| 6 | GibsonEnv | 875 |
| 7 | tinyengine | 811 |
| 8 | kann | 688 |
| 9 | tevr-asr-tool | 411 |
| 10 | adorad | 63 |
| 11 | Nerve | 44 |
| 12 | SynapseAI_Core | 37 |
| 13 | lnn | 20 |
| 14 | SLID-on-Microcontrollers | 3 |
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