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Top 13 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)
YoloV3/4 is C based if that counts: https://github.com/AlexeyAB/darknet
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Project mention: Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments | /r/reinforcementlearning | 2023-04-25
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
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Onboard AI
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willow
Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative
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PixLab (https://pixlab.io) & FACEIO (https://faceio.net) | Full-or-part-time | Remote | Computer Vision / Full stack Engineers |
PixLab, a leading provider of Machine Vision, Face Recognition & Media Processing APIs is looking for:
* Embedded C & Computer Vision engineer(s) to work on the SOD (https://sod.pixlab.io), embedded computer vision library.
* Senior Python engineer with proficiency in PyTorch to work on FACEIO (https://faceio.net), our facial authentication web framework for web sites & apps.
* C++ developer with ML expertise to work on the port of Tiny-Dream (https://pixlab.io/tiny-dream), our embedded Stable Diffusion C++ library from ncnn to ggml.
* React/Vue JS Web developer(s) with expertise in fabric.js to work on a brand new, web based photo editing software backed by generative AI.
Reach out to Vincent via contact AT pixlab.io with your resume if interested.
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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)
Project mention: [D] Run Pytorch model inference on Microcontroller | /r/MachineLearning | 2023-11-14TinyEngine from MCUNet. Looks great, targeting ARM CM4.
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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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)
Project mention: [Hobby] I Need a Friendly Team. Your Experience Doesn't Matter! | /r/INAT | 2022-12-24Nerve (Neural Network Library) : https://github.com/fkkarakurt/Nerve
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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
C Deep Learning related posts
- [D] Run Pytorch model inference on Microcontroller
- Open Source Smart Device
- Yorick is an interpreted programming language for scientific simulations
- Show HN: Willow: the fastest and most private open source voice assistant
- Show HN: Ollama for Linux – Run LLMs on Linux with GPU Acceleration
- Home Assistants that Don't Permanently Log your Data/Conversations?
- Sod (Embedded Computer Vision C Library) 1.1.9 Released
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A note from our sponsor - Onboard AI
getonboard.dev | 4 Dec 2023
Index
What are some of the best open-source Deep Learning projects in C? This list will help you:
Project | Stars | |
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1 | darknet | 21,127 |
2 | lab | 6,936 |
3 | willow | 2,166 |
4 | sod | 1,689 |
5 | GibsonEnv | 803 |
6 | kann | 651 |
7 | tinyengine | 646 |
8 | tevr-asr-tool | 400 |
9 | adorad | 59 |
10 | Nerve | 42 |
11 | SynapseAI_Core | 24 |
12 | lnn | 20 |
13 | SLID-on-Microcontrollers | 1 |