uTensor
Postform
uTensor | Postform | |
---|---|---|
1 | 1 | |
1,646 | 11 | |
1.0% | - | |
1.9 | 2.3 | |
13 days ago | about 1 year ago | |
C++ | C++ | |
Apache License 2.0 | MIT License |
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uTensor
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[D] why isn't converting ML Models to plain code trivial?
Random example, more stuff. My comments are more of baking models into c(pp) code which is not what cppflow does but probably what you are actually looking for.
Postform
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Std::Source_location Is Broken
Defmt is a rust library that does exactly this. This has become almost a standard in embedded rust.
There is even a c++ client-side implementation: https://github.com/Javier-varez/Postform/
...which uses macros for logging ;)
What are some alternatives?
ESP32-S2-S3-Projects - Using the native USB interface of ESP32 S2/S3
distortos - object-oriented C++ RTOS for microcontrollers
EmbeddedProto - Embedded Proto is a C++ Protocol Buffers implementation specifically suitable for microcontrollers. It is small, reliable and easy to use.
palanteer - Visual Python and C++ nanosecond profiler, logger, tests enabler
areg-sdk - AREG is an asynchronous Object RPC framework to simplify multitasking programming by blurring borders between processes and treating remote objects as if they coexist in the same thread.
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
modm - modm: a C++23 library generator for AVR and ARM Cortex-M devices
frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.
real-time-cpp - Source code for the book Real-Time C++, by Christopher Kormanyos
DeepSpeech - DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
blynk-library - Blynk library for IoT boards. Works with Arduino, ESP32, ESP8266, Raspberry Pi, Particle, ARM Mbed, etc.