What is GeNet? Convolutional neural network model for shotgun metagenomic classification Trained end-to-end from raw DNA sequences Showcases hierarchical taxonomy of organisms with its new architecture . Achieves precision values similar to or better than state-of-the-art methods . Less memory requirements for training results in advantages of affordable and portable field-use technologies