<span lang="EN-US">Image classification is an essential task in computer vision with various applications such as bio-medicine, industrial inspection. In some specific cases, a huge training data required to have better model. However, it true that full label costly obtain. Many basic pre-processing methods are applied for generating new images by translation, rotation, flipping, cropping...