emlearn-micropython
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emlearn
Efficient Machine Learning engine for MicroPython
Usage example code fix for missing subdirectory 'xor_trees/'.
It would be great to support some basic CNNs. In a manner that is just as easy to install and use as the tree-based-ensembles that we have now. That means...
Need to at least expose a spectrogram audio feature extraction. There is code for mel spectrogram in emlearn, so that would be the primary candidate https://emlearn.readthedocs.io/en/stable/eml_audio.html Furthermore would need to...
Install currently have several steps * Identify correctly which architecture the board has * Download release archive from Github * Unzip release archive * Copy module files for correct architecture...
CircuitPython is a very popular Python-for-microcontrollers. https://circuitpython.org/ It would be nice if that could be supported in addition to MicroPython. Preferably in a way that has minimal divergence/extra ongoing work...
This is a POC to add `emlearn` as a frozen USER_C_MODULE in firmware. I had to modify/comment some lines, but I got it working (just git diff with the original...
Is supported in emlearn. Just need to add some bindings for MicroPython. Should probably also do a comparison to the other available alternatives available for MicroPython: - https://github.com/jczic/MicroMLP - https://github.com/mocleiri/tensorflow-micropython-examples...
RP2040 and other Cortex M0/M0+ devices (ARCH=armv6m) only support ARM Thumb (not Thumb 2) instruction set. As of MicroPython 1.23, the linker for .mpy files only supports jumps that are...
On ESP32 and ESP32-S3 I am seeing various exceptions and crashes related to the native modules. It can be exceptions like `TypeError: 'slice' object isn't callable`. Or `array object is...
The function can also handle, so it can be used for array type conversions also. On ESP32, 2000 samples can be converted from float to int16 and back in under...