CMSIS-NN
deepC
CMSIS-NN | deepC | |
---|---|---|
1 | 2 | |
149 | 526 | |
6.0% | 4.0% | |
8.0 | 0.0 | |
5 days ago | over 1 year ago | |
C | C++ | |
Apache License 2.0 | Apache License 2.0 |
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.
CMSIS-NN
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[D] Run Pytorch model inference on Microcontroller
CMSIS-NN. ARM centric. Examples. They also have an example for a pytorch to tflite converter via onnx
deepC
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[D] Run Pytorch model inference on Microcontroller
DeepC. Open source version of DeepSea. Very little activity, looks abandoned
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C with Deep Learning
You could try things like deepC but that is again C++ https://github.com/ai-techsystems/deepC
What are some alternatives?
nnom - A higher-level Neural Network library for microcontrollers.
onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX
onnx2c - Open Neural Network Exchange to C compiler.
stm32mp1-baremetal - Baremetal framework and example projects for the STM32MP15x Cortex-A7 based MPU
cONNXr - Pure C ONNX runtime with zero dependancies for embedded devices
SI4735 - SI473X Library for Arduino
ML-examples - Arm Machine Learning tutorials and examples
darknet - Convolutional Neural Networks
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
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.
TinyMaix - TinyMaix is a tiny inference library for microcontrollers (TinyML).