Luo Xiaoyu's repositories
calculate_Bp_Lp
Calculate the Latitude and Longitude of the Sunspot of Hand-Drawn Record
FLAT-FIELDING-OF-SOLAR
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.
SS-3D-Clump
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.
yolov3_in_tf2_keras
tf2-keras implement yolov3
EfficientDet-tensorflow2
A Tensorflow2.x implementation of EfficientDet
LDC_MGM-matlab
local density clustering matlab code
Luoxiaoyu828
Config files for my GitHub profile.
clump-visualization-tool
Tool to classify clumps vs non clumps
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
Deep-Learning-For-Hackers
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)
Journals-of-Prognostics-and-Health-Management
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
ncOPT
Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
tensorflow_fits
Load FITS files into tf.data.Dataset