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

PD-ResNet for Classification of Parkinson’s Disease From Gait

Abstract: Objective: To develop an objective and efficient method to automatically identify Parkinson’s disease (PD) and healthy control (HC). Methods: We design a novel model based on residual ...
www.cs.cmu.edu

10-715 Fall 2021: Advanced Introduction to Machine Learning

This course is designed for Ph.D. students whose primary field of study is machine learning, or who intend to make machine learning methodological research a main focus of their thesis. It will give ...