TinyMaix
deepC
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| TinyMaix | deepC | |
|---|---|---|
| 10 | 2 | |
| 825 | 526 | |
| 3.2% | 0.0% | |
| 1.5 | 0.0 | |
| 17 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.
TinyMaix
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[D] Run Pytorch model inference on Microcontroller
TinyMaix. Very minimalistic, can also be used on RISC-V
- Show HN: PicoVGA Library – VGA/TV Display on Raspberry Pi Pico
- [Discussion] Best practices for taking deep learning models to bare metal MCUs
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Meet Sipeed’s TinyMaix: An Open-Source Lightweight Machine Learning Library For Microcontrollers
Sipeed TinyMaix is an open-source machine learning library designed for microcontrollers. According to findings, it is lightweight enough to be compatible with Microchip ATmega328 MCU found in the Arduino UNO board and its many clones.
- TinyMaix: Enable Deeplearning for embedded device with 1KB SRAM
- TinyMaix: Ultra Lightweight TinyML Infer Lib (using tflite quant strategy)
- TinyMaix: Ultra Lightweight TinyML Infer Lib optimized for RISC-V P/V extend~
- TinyMaix: Enable Deeplearning for IoT device with 1KB SRAM
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?
ai8x-synthesis - Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices
onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX
nnom - A higher-level Neural Network library for microcontrollers.
stm32mp1-baremetal - Baremetal framework and example projects for the STM32MP15x Cortex-A7 based MPU
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
SI4735 - SI473X Library for Arduino
pico-zxspectrum - ZX Spectrum for Raspberry Pico Pi RP2040
darknet - Convolutional Neural Networks
mbot-vision - Let your Makeblock robot see using an ESP32, camera and PyTorch
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.
b-em - An RP2040 and Raspberry Pi 2/3/4/Zero 2 W version of an opensource BBC Micro emulator originally for Win32 and Linux
onnx2c - Open Neural Network Exchange to C compiler.