Shiwenqi97's repositories
AirportDetection
Extract airport objects in remote sensing images using saliency analysis and active contour model
learning-not-to-learn
[CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
quip_cnn_segmentation
CNN based segmentation codes
attention-cnn
Source code for "On the Relationship between Self-Attention and Convolutional Layers"
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
BiasRemoval
This repository serves as the codebase for our course project titled "Identifying and removing bias from Neural Nets".
COVID-19
Automated Detection of COVID-19 Cases Using Deep Neural Networks with X-Ray Images
COVID-CT
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
covid19-datasets
A list of high quality open datasets for COVID-19 data analysis
COVID19_imaging_AI_paper_list
COVID-19 imaging-based AI paper collection
cs-7643-deep-learning
Code for assignments of the graduate course CS 7643: Deep Learning offered at Georgia Tech in Fall 2018.
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
cs231n
cs231n assignments https://ghli.org
CS7643
Deep Learning (Graduate course)
Dataset-REPAIR
REPresentAtion bIas Removal (REPAIR) of datasets
DL_Fall2019
Deep learning course solutions fall 2019 class
elimbias
Code to reproduce results from Eliminating Biasing Signals in Lung Cancer Images for Prognosis Predictions with Deep Learning, van Amsterdam et al. 2019
FishNet
Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
ICIAR2018
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)
ICIAR2018-1
Our solution for ICIAR 2018 Grand Challenge
lidc_nodule_detection
lidc nodule detection with CNN and LSTM network
Medical-Image-Analysis-MIPAV
医学图像处理的相关学习资料及论文的整理分享
medical-imaging-datasets
A list of Medical imaging datasets.
MedUncertainty
Uncertainty in Medical Image Analysis
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
RecycleNet
Trash classification model using only a small number of annotated images
rid-covid
Image-based COVID-19 diagnosis. Links to software, data, and other resources.
tsne-cuda
GPU Accelerated t-SNE for CUDA with Python bindings