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Simple Convolutional Neural Network Library

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simple_cnn

Forked Repo for CSE 569S

This repo is forked and refactored from https://github.com/can1357/simple_cnn for CSE 569S.

Changes made in the framework include:

  • Added MNIST test dataset.
  • Added save and load functions.
  • Removed the real-time inference from the example. See the original repo if you are interested.
  • Replaced deprecated libraries.
  • Reformatted code.
  • And more.

If you don't like this this version, you are welcome to directly use the original program from the link above.

Build

Make sure cmake is installed.

First generate the Makefile using cmake:

cmake .

Then build the program:

make

MNIST digits taken from http://yann.lecun.com/exdb/mnist/

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  • C++ 95.8%
  • CMake 2.0%
  • C 2.0%
  • Objective-C 0.2%