Jeremy Howard: For convolutional neural networks, the recent best architecture is the "100-layer tiramisu".
Jeremy: This result can be now surpassed easily with the FastAI library.
Source: Lesson 3: Deep Learning 2019 - Data blocks; Multi-label classification; Segmentation