QiQi's Projects
An implementation of camera geometry to reconstruct objects from observed data.
Alzheimer's Disease Detection from structural brain MR images of ADNI dataset by 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.
Attack models that are pretrained on ImageNet. (1) Attack single model or multiple models. (2) Apply white-box attacks or black-box attacks. (3) Apply non-targeted attacks or targeted attacks.
Implementations of algorithms in the book "Algorithms Fourth Edition".
papers about Face Reenactment/Talking Face Generation
A stainer translates HE stained slices to IHC stained slices. A solution for Breast Cancer Immunohistochemical Image Generation Challenge.
An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Track]
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
Brain tumor classification on structural MR images of BraTS dataset based on 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.
A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.
Matlab code for: 1. reconstructing CT image by applying back projection, filtered back projection and convolution back projection; 2. maximum intensity projection.
DeepFaceLab is the leading software for creating deepfakes.
Multi-label classfication of 8-leads ECGs.
:zap: Dynamically generated stats for your github readmes
GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.
R package to query Google Maps traffic data and transform into data
Solutions of Bioinformatics Problems in Rosalind Using GoLang primarily.
A simple python wrapper for gpupixel using SourceRawDataInput and TargetRawDataOutput.
Implementations of HackerRand problems, including 30 Days of Code, 10-days-of-statistics, Algorithm and Project Euler +.
Use Scrapy to obtain free icons which are most popular in an icon website.
Crawl images from baidu, bing, google according to keyword using browser.
A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021
Some Python code for the lecture of Machine Learning in Coursera. Complete each assignment in Python.
Python implementations of conventional Machine Learning Algorithms.
Solution for Kaggle competition Planet: Understanding the Amazon from Space. (https://www.kaggle.com/c/planet-understanding-the-amazon-from-space)
Code and notes for course Programming Language Technology, using BNFC to make interpretor and compiler for programming languages.
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.