C-deep-learning

I implemented deep learning network inference using C programming language.(including AlexNet, ResNet & VGGNet)

HOW TO USE

You need to write the correct path for weights and dataset in the main() of alexnet.c/resnet.c/vggnet.c. The weights must be in a correct format which is wrote in the load() function. You can change a .pth into a .weights manually.

use alexnet:

make alexnet
make inf_alexnet

use resnet:

make resnet
make inf_resnet

use vggnet:

make vggnet
make inf_vggnet

DETAILS

I realized convolution layer, activation layer, pooling layer and fully connected layer in this program.
You can build your own network by using this module.

EVAL

TO BE PUBLISHED