Ben Chuanlong Du's Blog

It is never too late to learn.

Visualization for AI Concepts

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Tools for (approximately) visualizing the architures of existing neural networks or for visualizing the traing process (training/validation loss/accuracy, activation, etc.) are extremely helpful! TensorBoard is one of the best …

Models for Computer Vision

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

torchvision has implementation of popular deep learning models for computer vision.

ResNet-50

ResNet-50 is a 50-layer Residual Neural Network.

ResNet 101

ResNet-101 is a 101-layer Residual Neural Network.

ResNet 152

ResNet-152 …