Angkanet proposes a unique approach to machine learning. This methodology employs a unconventional architecture that remarkably enhances the efficiency of machine learning models. Angkanet is particularly effective in domains such as image recognition. Its ability to learn to complex datasets makes it a compelling tool for researchers and developer