tinyengine
prnf
tinyengine | prnf | |
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3 | 3 | |
742 | 36 | |
3.4% | - | |
5.6 | 7.0 | |
about 1 month ago | about 2 months ago | |
C | C | |
MIT License | The Unlicense |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tinyengine
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[D] Run Pytorch model inference on Microcontroller
TinyEngine from MCUNet. Looks great, targeting ARM CM4.
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[D][R] Deploying deep models on memory constrained devices
However, I am looking on this subject through the problem of training/finetuning deep models on the edge devices, being increasingly available thing to do. Looking at tflite, alibaba's MNN, mit-han-lab's tinyengine etc..
- TinyEngine: High-performance neural network library for Microcontrollers
prnf
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Embedded Systems Weekly #127
PRNF I'm keeping an eye on this lightweight tiny printf alternative. It is one year old and get a 1.0.0 release recently, but doesn't have any tests. It could become interesting with a bit more QA.
- Show HN
- An alternative text formatter in C, easily extendable, lightweight and well suited to microcontrollers.
What are some alternatives?
nnom - A higher-level Neural Network library for microcontrollers.
tiny-json - The tiny-json is a versatile and easy to use json parser in C suitable for embedded systems. It is fast, robust and portable.
ML-examples - Arm Machine Learning tutorials and examples
trice - 🟢 super fast 🚀 and tiny 🐥 embedded device 𝘾 printf-like trace ✍ code, works also inside ⚡ interrupts ⚡ and real-time PC 💻 logging (trace ID visualization 👀)
ai8x-synthesis - Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices
embox - Modular and configurable OS for embedded applications
EdgeML - This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
berry - A ultra-lightweight embedded scripting language optimized for microcontrollers.
SLID-on-Microcontrollers - Speech Classification using a Convolutional Neural Network running on a Microcontroller
lvgl - Embedded graphics library to create beautiful UIs for any MCU, MPU and display type.
TinyMaix - TinyMaix is a tiny inference library for microcontrollers (TinyML).
onnx2c - Open Neural Network Exchange to C compiler.