Clothing Fashion is a basic need that humans always use every day. Clothing is used by humans as a
protector and as a body covering. But along with the development of life, Fashion are used as symbols
of position, status, position and as clothes for activities. Therefore various types of clothing ranging from
clothing for sleeping to clothes for work. A classification system is needed in order to be able to categorize
clothing especially for e-commerce and others. In the system that we designed, it consists of three stages
including: Preprocessing, Feature Extraction and Classification. At the Preprocessing stage the data will be
resized and then converted to grayscale. Then in the image extraction feature will be processed with LBP or
Local Binary Pattern after that the image will be in 2, namely training images and images for testing. The
image for the training will be added to the ANN model, the ANN model will learn from the training data
to find patterns in the data. After the training stage is completed the image will be tested to determine the
accuracy of the data that