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3dreconstruction

An implementation of camera geometry to reconstruct objects from observed data.

addetection

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.

adversarialattack

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.

algorithms

Implementations of algorithms in the book "Algorithms Fourth Edition".

awesome-facereenactment

papers about Face Reenactment/Talking Face Generation

bcistainer

A stainer translates HE stained slices to IHC stained slices. A solution for Breast Cancer Immunohistochemical Image Generation Challenge.

biomassters

An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Track]

brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

btclassification

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.

celldetection

A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.

ctreconstruction

Matlab code for: 1. reconstructing CT image by applying back projection, filtered back projection and convolution back projection; 2. maximum intensity projection.

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

ecg-mlc

Multi-label classfication of 8-leads ECGs.

github-readme-stats

:zap: Dynamically generated stats for your github readmes

gnn-pytorch

GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.

gorosalind

Solutions of Bioinformatics Problems in Rosalind Using GoLang primarily.

hackerrank_python

Implementations of HackerRand problems, including 30 Days of Code, 10-days-of-statistics, Algorithm and Project Euler +.

iconspider

Use Scrapy to obtain free icons which are most popular in an icon website.

imagecrawler

Crawl images from baidu, bing, google according to keyword using browser.

imageregistration

A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.

loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

machinelearningcoursera

Some Python code for the lecture of Machine Learning in Coursera. Complete each assignment in Python.

mlalgorithms

Python implementations of conventional Machine Learning Algorithms.

planet

Solution for Kaggle competition Planet: Understanding the Amazon from Space. (https://www.kaggle.com/c/planet-understanding-the-amazon-from-space)

pltnotes

Code and notes for course Programming Language Technology, using BNFC to make interpretor and compiler for programming languages.

pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

quqixun

quqixun.github.io

readwiki-zh

Convert WIKI dumped XML (Chinese) to human readable documents in markdown and txt.

rl-python-pytorch

《强化学习-原理与Python实现》的Pytorch实现。