The content of this project is to classify CIFAR-10 by SVM.
There are five files in this project.The function are as follows.
cifar-10-batches-py: Include CIFAR-10 URL where you can download the dataset.
SVM.py: Implement SVM algorithm.
svm_grad_check.py: Gradient check before training.
SVM_CIFAR10.py: Classify CIFAR-10 with RGB pixel value features.
SVM_HOG_CIFAR10.py: Classify CIFAR-10 with HOG features.