deepC
tinyengine
deepC | tinyengine | |
---|---|---|
2 | 3 | |
526 | 740 | |
4.0% | 2.3% | |
0.0 | 5.6 | |
over 1 year ago | about 1 month ago | |
C++ | C | |
Apache License 2.0 | MIT License |
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.
deepC
-
[D] Run Pytorch model inference on Microcontroller
DeepC. Open source version of DeepSea. Very little activity, looks abandoned
-
C with Deep Learning
You could try things like deepC but that is again C++ https://github.com/ai-techsystems/deepC
tinyengine
-
[D] Run Pytorch model inference on Microcontroller
TinyEngine from MCUNet. Looks great, targeting ARM CM4.
-
[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
What are some alternatives?
onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX
prnf - A lightweight tiny printf alternative. With some reasonable limitations, extensions, and alternative behaviour suited to microcontrollers.
stm32mp1-baremetal - Baremetal framework and example projects for the STM32MP15x Cortex-A7 based MPU
nnom - A higher-level Neural Network library for microcontrollers.
SI4735 - SI473X Library for Arduino
ML-examples - Arm Machine Learning tutorials and examples
darknet - Convolutional Neural Networks
ai8x-synthesis - Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices
notepad2 - Notepad2-zufuliu is a light-weight Scintilla based text editor for Windows with syntax highlighting, code folding, auto-completion and API list for many programming languages and documents, bundled with file browser plugin metapath-zufuliu.
EdgeML - This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
onnx2c - Open Neural Network Exchange to C compiler.
SLID-on-Microcontrollers - Speech Classification using a Convolutional Neural Network running on a Microcontroller