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.Jan 254Jan 254
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.May 16, 2023May 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.May 4, 2023May 4, 2023
Huili YuWeight Initialization for Deep Neural NetworkA detailed introduction to the evolution of weight initialization for deep neural network.Apr 5, 20231Apr 5, 20231
Huili YuFusing Backbone Features using Feature Pyramid Network (FPN)An introduction to FPN architecture and code implementation.Nov 9, 20222Nov 9, 20222
Huili YuA Detailed Introduction to ResNet and Its Implementation in PyTorchA deep tutorial on the ResNet architectures and implementationOct 27, 20221Oct 27, 20221
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 GPUJul 13, 20225Jul 13, 20225
Huili YuA Comprehensive Introduction to Self-Driving Cars — Part 1: IntroductionIntroduction to self-driving car, including definition, applications, technologies, levels of driving automation.May 28, 20221May 28, 20221