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conv-net-version-3's Introduction

#conv-net-version-3.0

Newly implemented convnet (c++).

This is an EARLY ADOPTERS EDITION, which is still buggy, I'll post formal version in days.

To run this code, you should have

  • a cifar-10 dataset;
  • OpenCV.

##File description (todo)

##Compile & Run

  • Compile: "cmake CMakeLists.txt" and then "make"

  • Run: "./conv"

##Updates

  • 3-channels images supported.
  • Add Dropout;
  • In conv layers, one can use either 3-channel conv kernels or single-chanel conv kernels (that is to say, whether share weights).
  • Local Response Normalization supported (still buggy).

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