JinxLv

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Swin-Transformer

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

detr

End-to-End Object Detection with Transformers

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

pygame

🐍🎮 pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

ConvNeXt

Code release for ConvNeXt model

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

Deformable-ConvNets

Deformable Convolutional Networks

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

torchio

Medical imaging toolkit for deep learning

T2T-ViT

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

Few-Shot-Semantic-Segmentation-Papers

Few Shot Semantic Segmentation Papers

Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

TransMorph_Transformer_for_Medical_Image_Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

UCTransNet

Implementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.

ICCV2021-Papers-with-Code-Demo

ICCV 2021 paper with code

elasticdeform

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

mermaid

Image registration using pytorch

easyreg

an image registration/augmentation/segmentation package

CTSpine1K

A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

LapIRN

Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks

cardiac_tagging_motion_estimation

A deep learning-based fully unsupervised method for cardiac tagging MRI motion tracking.

Scoliosis

Spinal landmarks and curvature detection

Spine-Transformers

LDR_ALDK

Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))