Zhifei Xu's repositories
algotom
Data processing algorithms for tomography: https://algotom.readthedocs.io
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
astra-toolbox
ASTRA Tomography Toolbox
bookshelf
Virtual bookshelf for math and computer science.
CIL
A versatile python framework for tomographic imaging
Deep-Learning-Models-for-Defect-Detection
some methods about automated thermography defects detection
DefectSAM
Segment Anything in Defect Detection
Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
ez_ISP
This is a easy ISP (aka:ez_ISP) for RAW to RGB conversion.
FDK_reconstruction
用于锥束CT重建的FDK算法
fold_slice
Electron/X-ray ptychography and tomography/laminography
IRNeXt
[ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration
LaKDNet
Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer
LISA
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
Machine-Learning-Data-Science-and-Generative-AI-with-Python
Code Repository for Machine Learning, Data Science and Generative AI with Python, Published by Packt
matGeom
Matlab geometry toolbox for 2D/3D geometric computing
matlab-image-class
Generic class for representation of 2D/3D...5D images with Matlab
Numerical-Methods
This repository offers a comprehensive collection of numerical methods implemented in Python. It includes solutions to various mathematical problems, detailed explanations of each method, illustrative examples, and comparisons with prominent scientific libraries like Numpy, Scikit-Learn, and SciPy.
optimtool
The fundamental package for scientific research in optimization.
py-vox-io
Python module for parsing and writing MagicaVoxel vox file
python-blob-masks
Generate white potato shaped blobs on black backgrounds
Python-Deep-Learning-Third-Edition
Python Deep Learning, Third Edition, published by Packt
SAX-NeRF
Structure-Aware Sparse-View X-ray 3D Reconstruction (CVPR 2024)
Segmentation_Losses
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
SparseCT
A tool to develop sparse view CT reconstruction algorithms. It offers an interface to develop methods and quickly compare it with baseline methods.
VTK-Examples
VTK examples in Python.
xtomosim
X-ray tomographic imaging simulation