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espressif / esp-skainet

Espressif intelligent voice assistant
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any guides or docs to train new models (AIS-1494) #127

Closed lixinghe1999 closed 5 months ago

lixinghe1999 commented 9 months ago

Thanks for having skainet to us. I would like to develop some new function (also deep learning) on esp32, although the current examples are awesome, they don't cover everything. I notice there is "customization" in wake word detection, however, what i expect is a pipleline of "dataset collection + training + quantization + compile + deploy". As long as esp-dl is available, does it possible to have some instructions to help me get started? or i miss anything important?

sun-xiangyu commented 9 months ago

Hi @lixinghe1999 , The "dataset collection" and "training" for each task are quite different, and this is not significantly related to the type of chip you use. You can start with any project you like on GitHub. For "quantization" and "deployment," you can refer to the esp-dl project. We are also working on further optimizing esp-dl to support more operators and quantization methods.