Huili YuTransformer — A detailed explanation from perspectives of tensor shapes and PyTorch implementation.A detailed explanation to transformer based on tensor shapes and PyTorch implementation.21 min read·Jan 25, 2024--3--3
Huili YuDeployment of PyTorch Model Using NCNN for Mobile Devices — Part 2An introductory example of deploying a pretrained PyTorch model into an Android app using NCNN for mobile devices.8 min read·May 16, 2023----
Huili YuDeployment of PyTorch Model Using NCNN for Mobile Devices — Part 1An introductory example of deploying a pretrained PyTorch model into a C++ app using NCNN for mobile devices.8 min read·May 4, 2023----
Huili YuWeight Initialization for Deep Neural NetworkA detailed introduction to the evolution of weight initialization for deep neural network.6 min read·Apr 5, 2023--1--1
Huili YuFusing Backbone Features using Feature Pyramid Network (FPN)An introduction to FPN architecture and code implementation.5 min read·Nov 9, 2022--1--1
Huili YuA Detailed Introduction to ResNet and Its Implementation in PyTorchA deep tutorial on the ResNet architectures and implementation6 min read·Oct 27, 2022----
Huili YuDeploying PyTorch Model into a C++ Application Using ONNX RuntimeA simple end-to-end example of deploying a pretrained PyTorch model into a C++ app using ONNX Runtime with GPU7 min read·Jul 13, 2022--5--5
Huili YuA Comprehensive Introduction to Self-Driving Cars — Part 1: IntroductionIntroduction to self-driving car, including definition, applications, technologies, levels of driving automation.7 min read·May 28, 2022--1--1