User Manual

ASUS, Inc.
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© 2021 ASUS, Inc. All rights reserved.
Chapter 1: Getting to know AISDetector
1.1 Introduction
AISDetector is an Artificial Neural Network (ANN) based application software that
together with a unique ASUS Artificial Intelligence (AI) user interface is designed to
detect anomalies in sound and vibration. The ability to detect these anomalies on the
factory production floors allows manufacturing challenges to be addressed promptly
for time and cost savings.
1.2 Software
AISDetector is an AI-based end-to-end signal anomaly detection software for
collecting signals, training models using data sets, verifying and testing models, and
presenting results visually. AISDetector detects anomalies to help determine whether
products or equipment are running in a normal state.
With a friendly visual user interface (UI), AISDetector is extremely easy-to-use and
comes with a series of embedded tutorials that can be accessed at any time.
Simply label training signal data as OK or NG for various options of hardware type for
AI training without the need for data pre-processing. By following the uniquely pre-
defined ASUS AI software workflow, you can quickly train, verify, and test the target
to get results in a matter of minutes and easily become a second-to-none signal
analyst. With the data waveform displayed in the UI, you can narrow down the root
cause of any anomaly and conduct further analysis for process optimization.
1.3 System Requirements
Your computer must meet the minimum system requirements below to run the
artificial intelligence model training and inference functions in this software.
CPU: Intel Core i3 or higher
DRAM: 8GB or more
USB: 2 free USB ports (For the license dongle or USB microphone)
Storage device: SSD (recommended)
Storage storage: 800 MB
Operating System: Windows 10 (64 bit)