Simple diagrams of convoluted neural networks
summary
Methods and tools for visualizing convolutional neural networks, including whole-network and block-level views, are examined with concrete examples like ASCII diagrams generated from Keras models. The presentation surveys visualization techniques, discusses making representations clear and pedagogical, and suggests new solutions for illustrating multidimensional, nonlinear array operations in CNNs.
AI-written summary · about
related talks
27mDemystifying Deep Neural Networks
37mCode First, Math Later: Learning Neural Nets Through Implementation and Examples
50mVan Gogh Meets Neural Networks
28mDemystifying Deep Neural Nets
19mmayAI? Exploring Graphical Tools for Model Visualization & Enh.
43mVisualising networks
44mIntro to ConvNets
30mMachine Learning & Neural Networks Demystified