Jian-Wei Zhang's Projects
A python implementation of ant colony optimization for travelling salesman problem(TSP)
Medical image segmentation using deep learning methods
Change original Bubble Nets to Python3
A ChatGPT web client that supports multiple users, multiple languages, and multiple database connections for persistent data storage. Provides Docker images and quick deployment scripts.
A ChatGPT UI server based on the Django framework.
Some codes used in my Blog https://www.jarvis73.com
Convolution and Transposed Convolution in a Matrix Multiplication View
Some examples for learning C++ concepts
Project for cryptology.
Famous CNN models. Build model with Keras and train with Tensorflow session.
Tensorflow 2.0 examples of baseline models and useful skills ......
Deep learning with tensorflow/PyTorch, mirrored stragety
Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
Source code for the JBHI paper "DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI"
A toolbox for image processing & matrix/array manipulation with Eigen
PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)
PaddlePaddle implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)
GAN learning with tensorflow v2
A simple group normalization with batch norm in tensorflow (of cource with moving average).
Helper functions for machine learning experiments
Image Classification Library Using Supervised and Self-Supervised Methods.(PyTorch)
Personal description
My blog.
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Tensorflow & PyTorch implementation of LDA loss. Paper: Deep Linear Discriminant Analysis http://arxiv.org/abs/1511.04707
My machine learning reporitory.
A basic medical image (mhd) viewer based on VTK and DCMTK library
Numpy & PyTorch implementation of three algorithms of image deformation using moving least squares. http://dl.acm.org/citation.cfm?doid=1179352.1141920