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RyanMan1 / PYNQ-SVM-OpenHW-2020

A repository of my Xilinx Open Hardware 2020 submission including a demo of support vector machines on PYNQ, C++ source code and projects for HLS and tcl scripts to re-generate Vivado IPI overlay block designs.
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Classifying other data #1

Open shobhitt10 opened 2 years ago

shobhitt10 commented 2 years ago

Hi, Thanks for this great project. I was curious to use this as a classifier on some other dataset for a novel application. Can you guide me what are the steps for training and testing this on other dataset?

RyanMan1 commented 2 years ago

Hey, thanks a lot for your message!

If you look in the 'DEMO' folder, this should give you an idea of the files required to train and test the classifier. I generated these .dat files using a MATLAB script however this was specific for my dataset. The MATLAB files are in the repository if you want to look through them, however my recommendation is to look at the example .dat files and write a script (MATLAB or Python) to convert your dataset and/or training model to this format. I hope that helps but do let me know if you need a hand with anything.

Cheers, Ryan