Alternatives and similar repositories for semantic_segmentation

Users that are interested in semantic_segmentation are comparing it to the libraries listed below

• 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.…
  ☆41Updated 2 years ago
• neuronflow / blob_loss
  blob loss example implementation
  ☆36Updated last year
• uncbiag / iSegFormer
  iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)
  ☆30Updated last week
• SteffenCzolbe / probabilistic_segmentation
  ☆24Updated 4 years ago
• Digital-Dermatology / t-loss
  Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)
  ☆53Updated 2 years ago
• ThierryJudge / CRISP-uncertainty
  ☆10Updated 3 years ago
• MIC-DKFZ / image_classification
  Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments
  ☆54Updated 7 months ago
• ucuapps / WSMIS
  Weakly Supervised Medical Images Segmentation
  ☆33Updated 3 years ago
• nstucki / Betti-matching
  ☆57Updated 6 months ago
• zifuwanggg / JDTLosses
  [NeurIPS & MICCAI 2023] Optimization with JDTLoss and Evaluation with Fine-grained Metrics for Semantic Segmentation
  ☆54Updated last year
• Kent0n-Li / GT-U-Net
  ☆38Updated 3 years ago
• PengchengShi1220 / cbDice
  [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation
  ☆70Updated 2 months ago
• IML-DKFZ / values
  A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
  ☆30Updated last year
• ssedai026 / uncertainty-segmentation
  Uncertainty quantification for semantic image segmentation models using Monte Carlo dropout method
  ☆18Updated 4 years ago
• rezazad68 / TMUnet
  Contextual Attention Network: Transformer Meets U-Net
  ☆95Updated 3 years ago
• jongcye / CNN_MumfordShah_Loss
  ☆32Updated 5 years ago
• hvcl / scribble2label
  Official PyTorch implementation of Scribble2Label (MICCAI 2020)
  ☆37Updated 4 years ago
• Saumya-Gupta-26 / struct-uncertainty
  This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.
  ☆49Updated 8 months ago
• MIC-DKFZ / batchgeneratorsv2
  ☆25Updated 4 months ago
• chenxinli001 / Vessel-Seg
  Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …
  ☆12Updated 2 years ago
• adigasu / Anatomically-aware_Uncertainty_for_Semi-supervised_Segmentation
  Anatomically-aware Uncertainty for Semi-supervised Image Segmentation
  ☆20Updated last year
• moucheng2017 / EM-BPL-Semi-Seg
  [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
  ☆40Updated 5 months ago
• HKervadec / shape_descriptors
  Code for our MIDL 2021 submission
  ☆17Updated 4 years ago
• zkl20061823 / JTFN
  Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation (ICCV21)
  ☆28Updated 3 years ago
• MIC-DKFZ / MultiTalent
  Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"
  ☆60Updated 2 months ago
• tiangexiang / BiO-Net
  [MICCAI 2020] BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
  ☆63Updated 4 years ago
• The-Veeraraghavan-Lab / SMIT
  Self distilled masked transformer based segmentor used in MICCAI 2022 paper by Jiang J, ... Veeraraghavan H et.al
  ☆30Updated 2 years ago
• martinmenten / skeletonization-for-gradient-based-optimization
  ☆52Updated last year
• DIAGNijmegen / ULS23
  Repository for the Universal Lesion Segmentation Challenge '23
  ☆39Updated 5 months ago
• han-liu / ModDropPlusPlus
  Official PyTorch Implementation of ModDrop++ [MICCAI 2022 (early accept)]. A simple yet effective approach to tackle missing-modality pro…
  ☆18Updated last year