GitHub

Vitis AI Development

Vitis AI Compilation & Deployment Flow Inside the docker, change directory to the tutorial folder, install python packages required by the example, and export the ResNet-18 ONNX model: ...
eLife

Disentangling cephalopod chromatophores motor units with computer vision

The spatial organization of chromatophore-muscle innervation by motoneurons enables the generation of chromatophore-shaped noise, virtual or composite chromatophores, and shape elements such as lines ...
IEEE

ResNet-18-Based Interturn Short-Circuit Fault Diagnosis of PMSMs With Consideration of Speed and Current Loop Bandwidths

Abstract: A residual network (ResNet)-18-based model for the online interturn short-circuit (ITSC) fault diagnosis of permanent magnet synchronous machines (PMSMs) widely employed in traction systems ...
IEEE

VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data

Abstract: Ground penetrating radar (GPR) is a subsurface sensing technology extensively utilized in various applications. However, the inhomogeneous distribution of the subsurface medium results in a ...
GitHub

ResNet Implementation from Scratch using PyTorch

This repository contains an implementation of the Residual Network (ResNet) architecture from scratch using PyTorch. ResNet is a deep convolutional neural network that won the ImageNet competition in ...