mbot-vision
TinyMaix
| mbot-vision | TinyMaix | |
|---|---|---|
| 5 | 10 | |
| 11 | 827 | |
| - | 1.5% | |
| 6.3 | 4.2 | |
| 10 months ago | 24 days ago | |
| Python | C | |
| MIT License | Apache License 2.0 |
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mbot-vision
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
What are some alternatives?
clash-ghc - Haskell to VHDL/Verilog/SystemVerilog compiler
ai8x-synthesis - Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices
hls4ml - Machine learning on FPGAs using HLS
nnom - A higher-level Neural Network library for microcontrollers.
dino-diffusion - Bare-bones diffusion model code
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
pico-zxspectrum - ZX Spectrum for Raspberry Pico Pi RP2040
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
MaximAI_Documentation - START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices
picodvi - [Moved to: https://github.com/Wren6991/PicoDVI]
onnx2c - Open Neural Network Exchange to C compiler.
deepC - vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers