mlyg / unified-focal-loss

Related projects ⓘ

Alternatives and complementary repositories for unified-focal-loss

• Thanos-DB / FullyConvolutionalTransformer
  [WACV 2023] Official implementation of The Fully Convolutional Transformer for Medical Image Segmentation
  ☆116Updated last year
• DebeshJha / ResUNetPlusPlus-with-CRF-and-TTA
  Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
  ☆124Updated last year
• oikosohn / compound-loss-pytorch
  Compound loss for PyTorch
  ☆45Updated 2 years ago
• Mr-TalhaIlyas / Loss-Functions-Package-Tensorflow-Keras-PyTorch
  Loss function Package Tensorflow Keras PyTOrch
  ☆51Updated last year
• yhygao / UTNet
  Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation
  ☆184Updated last year
• LucasFidon / GeneralizedWassersteinDiceLoss
  Official implementation of the Generalized Wasserstein Dice Loss in PyTorch
  ☆81Updated 2 years ago
• linhaoqi027 / SEG-GRAD-CAM
  pytorch implementation of SEG-GRAD-CAM,which based on grad-cam
  ☆51Updated 4 years ago
• askerlee / segtran
  Medical Image Segmentation using Squeeze-and-Expansion Transformers
  ☆215Updated 2 years ago
• frankkramer-lab / miseval
  a metric library for Medical Image Segmentation EVALuation
  ☆108Updated last month
• sfczekalski / attention_unet
  Neural Network for semantic segmentation
  ☆61Updated 4 years ago
• james128333 / HarDNet-MSEG
  ☆133Updated 3 years ago
• clguo / SA-UNet
  The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
  ☆241Updated 7 months ago
• Dootmaan / MT-UNet
  Official Code for *Mixed Transformer UNet for Medical Image Segmentation*
  ☆160Updated 7 months ago
• PatRyg99 / HausdorffLoss
  Implementation of Hausdorff loss function for DNN learning in segmentation tasks.
  ☆63Updated 4 months ago
• jlcsilva / EfficientUNetPlusPlus
  Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperf…
  ☆64Updated 2 years ago
• HiLab-git / ACELoss
  Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"
  ☆71Updated 3 years ago
• rezazad68 / TMUnet
  Contextual Attention Network: Transformer Meets U-Net
  ☆92Updated 2 years ago
• ChrisMats / medical_transformers
  Public repo for the ICCV2021-CVAMD paper "Is it Time to Replace CNNs with Transformers for Medical Images?"
  ☆109Updated 2 years ago
• HiLab-git / CA-Net
  Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
  ☆169Updated 3 years ago
• DebeshJha / 2020-CBMS-DoubleU-Net
  Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS…
  ☆239Updated last year
• JiYuanFeng / MCTrans
  ☆111Updated 3 years ago
• jlcsilva / segmentation_models.pytorch
  Segmentation models with pretrained backbones. PyTorch.
  ☆33Updated 2 years ago
• HiLab-git / MIDeepSeg
  [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
  ☆123Updated 2 years ago
• jocpae / clDice
  ☆221Updated 9 months ago
• yingkaisha / keras-vision-transformer
  The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
  ☆116Updated 6 months ago
• by-liu / SegLossBias
  Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…
  ☆38Updated last year
• SHI-Labs / SGL-Retinal-Vessel-Segmentation
  [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…
  ☆102Updated 2 years ago
• DebeshJha / ResUNetPlusPlus
  Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
  ☆180Updated last year
• HXLH50K / U-Net-Transformer
  ☆105Updated 3 years ago
• mkara44 / transunet_pytorch
  ☆135Updated last month