CNN_Classification

The repository implements the a simple Convolutional Neural Network (CNN) from scratch for image classification.

I experimented with it on MNIST digits and COIL object dataset.

The main files are cnnTrain.m and cnnTrain_coil.m

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
README.md		README.md
cnnConvolve.asv		cnnConvolve.asv
cnnConvolve.m		cnnConvolve.m
cnnCost.asv		cnnCost.asv
cnnCost.m		cnnCost.m
cnnExercise.m		cnnExercise.m
cnnInitParams.m		cnnInitParams.m
cnnPool.asv		cnnPool.asv
cnnPool.m		cnnPool.m
cnnPtoS.m		cnnPtoS.m
cnnTrain.asv		cnnTrain.asv
cnnTrain.m		cnnTrain.m
cnnTrain_coil.asv		cnnTrain_coil.asv
cnnTrain_coil.m		cnnTrain_coil.m
computeNumericalGradient.m		computeNumericalGradient.m
loadMNISTImages.m		loadMNISTImages.m
loadMNISTLabels.m		loadMNISTLabels.m
minFuncSGD.m		minFuncSGD.m
sigmoid.m		sigmoid.m

sakbarpu/CNN_Classification