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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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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.
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willow
Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative
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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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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.
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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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SaaSHub
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Fair points but with all due respect completely misses the point and context. My comment was a reply to a new user interested in esphome on a post about esphome.
You're talking about CircuitPython, 35KB web replies, PSRAM, UF2 bootloader, etc. These are comparatively very advanced topics and you didn't mention esphome once.
The comfort and familiarity of Amazon for what is already a new, intimidating, and challenging subject is of immeasurable value for a novice. They can click those links, fill a cart, and have stuff show up tomorrow with all of the usual ease, friendliness, and reliability of Amazon. If they get frustrated or it doesn't work out they can shove it in the box and get a full refund Amazon-style.
You're suggesting wandering all over the internet, ordering stuff from China, multiple vendors, etc while describing a bunch of things that frankly just won't matter to them. I say this as someone who has been an esphome and home assistant user since day one. The approach I described has never failed or remotely bothered me and over the past ~decade I've seen it suggested to new users successfully time and time again.
In terms of PSRAM to my knowledge the only thing it is utilized for in the esphome ecosystem is higher resolution displays and more advanced voice assistant scenarios that almost always require -S3 anyway and are a very advanced, challenging use cases. I'm very familiar with displays, voice, the S3, and PSRAM but more on that in a second...
> live with one less LX7 core and no Bluetooth
I'm the founder of Willow[0] and when comparing Willow to esphome the most frequent request we get is supporting bluetooth functionality i.e. esphome bluetooth proxy[1]. This is an extremely popular use case in the esphome/home assistant community. Not having bluetooth while losing a core and paying more is a bigger issue than pin spacing.
It's also a pretty obscure board and while not a big deal to you and I if you look around at docs, guides, etc, etc you'll see the cheap-o boards from Amazon are by far the most popular and common (unsurprisingly). Another plus for a new user.
Speaking of Willow (and back to PSRAM again) even the voice assistant satellite functionality of Home Assistant doesn't fundamentally require it - the most popular device doesn't have it either[2].
Very valuable comment with a lot of interesting information, just doesn't apply to context.
[0] - https://heywillow.io/
[1] - https://esphome.io/components/bluetooth_proxy.html
[2] - https://www.home-assistant.io/voice_control/thirteen-usd-voi...
Project mention: AudioFlux: Open-source for audio and music analysis, feature extraction | news.ycombinator.com | 2024-03-27
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.
Project mention: [D] Run Pytorch model inference on Microcontroller | /r/MachineLearning | 2023-11-14TinyEngine from MCUNet. Looks great, targeting ARM CM4.
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 related posts
- Tinygrad: Hacked 4090 driver to enable P2P
- karpathy/llm.c
- Eagle 7B: Soaring past Transformers
- Any “Google Home” type solutions that work offline?
- [D] Run Pytorch model inference on Microcontroller
- Open Source Smart Device
- Yorick is an interpreted programming language for scientific simulations
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A note from our sponsor - WorkOS
workos.com | 25 Apr 2024
Index
What are some of the best open-source Deep Learning projects in C? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | darknet | 21,434 |
| 2 | lab | 7,002 |
| 3 | willow | 2,361 |
| 4 | audioFlux | 2,045 |
| 5 | sod | 1,714 |
| 6 | GibsonEnv | 825 |
| 7 | tinyengine | 734 |
| 8 | kann | 656 |
| 9 | tevr-asr-tool | 408 |
| 10 | adorad | 60 |
| 11 | Nerve | 42 |
| 12 | SynapseAI_Core | 25 |
| 13 | lnn | 20 |
| 14 | SLID-on-Microcontrollers | 1 |
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