xiaoru0318's starred repositories
ultralytics
Ultralytics YOLO11 🚀
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
qt-material
Material inspired stylesheet for PySide2, PySide6, PyQt5 and PyQt6
pygubu-designer
A simple GUI designer for the python tkinter module
iot-predictive-analytics
Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.
Basic-Rotating-Machine-Vibration-Analysis
These codes realize data transformation and simple data processing for fault diagnosis.
Vibration-Based-Fault-Diagnosis-with-Low-Delay
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
1D_CNN_VibrationSignal_BearingFaultDiagnosis
1D-CNN Vibration Signal Bearing Fault Diagnosis
TF-OD-Pi-Test
Tensorflow Object Detection Prediction Running on the Raspberry Pi
VibrationML
Applications of machine learning to vibration and sound analysis
Vibration-diagnosis-tool-developed-in-python
Vibration diagnosis tool developed in python. for the reading of a uff of vibration measurements, to obtain spectra, signal in time, and analysis of bearings