GitHub

Vitis AI Development

Vitis AI Development Getting Started with Vitis AI: ResNet-18 End-to-End Flow Introduction The Vitis AI toolchain supports compiling and deploying AI models in the ONNX format for efficient execution ...
GitHub

Vitis-AI/versal_2ve/examples/tutorials/resnet50_quark at main · amd/Vitis-AI · GitHub

This tutorial demonstrates how to perform INT8 quantization with AMD Quark and how to deploy the resulting INT8 model on the AMD Versal AI Edge Series Gen 2 VEK385 Evaluation Kit using the Vitis AI ...
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 ...