I want to develop an image classification model using CNN, SVM Deep Learning or other image classification algorithm.

I want to develop an image classification model that take images from root folder (for example 1000 images in the root folder contain 10 classes and every class has 100 image) and send about 70% images from each class to CNN, SVM Deep Learning or other image classification algorithm, and 30% images from each class used for testing purpose. And in the end evaluating the classification accuracy by using test dataset. Kindly help me to implement this model in any language but matlab is more preferabble.