Luo Xiaoyu's Projects
A framework for data augmentation for 2D and 3D image classification and segmentation
Calculate the Latitude and Longitude of the Sunspot of Hand-Drawn Record
Tool to classify clumps vs non clumps
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
A Tensorflow2.x implementation of EfficientDet
In this paper, a new algorithm is proposed to determine the flat field. The idea is to change the criterion of gain estimate from SSE to the maximum correntropy. The result of a test on simulated data demonstrates that our method has a higher accuracy and a faster convergence than KLL’s and Chae’s.
智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
Molecular Clump extraction algorithm based on Local Density Clustering*
local density clustering matlab code
Config files for my GitHub profile.
Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization
Some papers that have been of great help in my work, especially in the fields of ML and DL.
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Collection of popular and reproducible image denoising works.
The authors propose a SS-3D-Clump model that combines deep learning features with the Constrained seed KMeans algorithm to verify clump candidates detected by the ClumpFind algorithm.
Starlink Software Collection
Load FITS files into tf.data.Dataset
tf2-keras implement yolov3