SofiaKapsiani

SofiaKapsiani's Stars

• albumentations-team/albumentations

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

  Language:Python14.3k1271.1k1.6k

• milesial/Pytorch-UNet

  PyTorch implementation of the U-Net for image semantic segmentation with high quality images

  Language:Python9.3k714462.5k

• Beckschen/TransUNet

  This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

  Language:Python2.4k12158503

• wolny/pytorch-3dunet

  3D U-Net model for volumetric semantic segmentation written in pytorch

  Language:Jupyter Notebook2k360506

• HuCaoFighting/Swin-Unet

  [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

  Language:Python1.8k12118319

• SwinTransformer/Video-Swin-Transformer

  This is an official implementation for "Video Swin Transformers".

  Language:Python1.5k1093200

• berkeley-hipie/HIPIE

  [NeurIPS2023] Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"

  Language:Jupyter Notebook27172020

• microsoft/Swin3D

  A shift-window based transformer for 3D sparse tasks

  Language:Cuda21392819

• yaox12/BYOL-PyTorch

  PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

  Language:Python8041411

• sohiniroych/U-net-for-Multi-class-semantic-segmentation

  Language:Jupyter Notebook421123

• KKallidromitis/SA-1B-Downloader

  Simple script to parallelize download and extract files for SA-1B Dataset.

  Language:Python30204

• Yukichiii/Swin3D_Task

  The Experiment Code for Swin3D

  Language:Python30170

• KKallidromitis/r2o

  PyTorch implementation of Refine and Represent: Region-to-Object Representation Learning.

  Language:Python20322

• charlesnchr/ERnet-v2

  Segmentation and analysis of the endoplasmic reticulum facilitated by a vision transformer segmentation model

  Language:Jupyter Notebook11381

• KKallidromitis/Contrastive-Neural-Processes

  Implementation of Contrastive Neural Processes in PyTorch

  Language:Python11300

• KKallidromitis/detcon-pytorch

  PyTorch implementation of Efficient Visual Pretraining with Contrastive Detection.

  Language:Python8301

• KKallidromitis/Adversarial-Examples-and-security-of-Deep-Neural-Networks

  Adversarial analysis across real world applications

  Language:Python20