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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

4dface

Real-time 3D face tracking and reconstruction from 2D video

boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

HiSD

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

CFUN

Combining Faster R-CNN and U-net for efficient medical image segmentation

vgan

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow

covid19_weak_supervision

WACV2021 - A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images

diagnosis_covid19

OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Development and evaluation of an artificial intelligence system for COVID-19 diagnosis. Nat Commun 11, 5088 (2020).(https://doi.org/10.1038/s41467-020-18685-1)

GASNet

source code of GASNet.

Latent-Fingerprint-Registration

Pytorch implementation of Latent Fingerprint Registration via Matching Densely Sampled Points

CoSinGAN

This page is for Learning Diagnosis of COVID-19 from a Single Radiological Image.

SegUNet

U-Net structure compatible with 2D data and 3D data, and different loss functions are implemented.

slides

Slides of weakly paper-reading/tutorials.

structure-from-motion

A simplified version of incremental structure from motion to reconstruct the 3D structure of a scene from a sequence of 2D images

MyPushBox

The 'Push the Box' game and a search algorithm to automatically play it.

neovim-config