Alternatives and similar repositories for OverfittingUnderClassImbalance:

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

• MIC-DKFZ / probabilistic_unet
  A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
  ☆23Updated 6 years ago
• HKervadec / shape_descriptors
  Code for our MIDL 2021 submission
  ☆16Updated 4 years ago
• Prasanna1991 / LatentMixing
  The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]
  ☆22Updated last year
• jenspetersen / probabilistic-unet
  A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth
  ☆43Updated 5 years ago
• HiLab-git / UGIR
  Uncertainty-Guided Interactive Refinement for Segmentation
  ☆58Updated 3 years ago
• SamuelJoutard / Permutohedral_attention_module
  ☆29Updated 3 years ago
• alainjungo / reliability-challenges-uncertainty
  Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
  ☆53Updated last year
• mattiaspaul / OBELISK
  MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)
  ☆44Updated 5 years ago
• MIC-DKFZ / mood
  Repository for the Medical Out-of-Distribution Analysis Challenge.
  ☆61Updated 8 months ago
• rodsom22 / gcn_refinement
  ☆36Updated 2 years ago
• pfnet-research / label-efficient-brain-tumor-segmentation
  ☆21Updated 4 years ago
• trypag / NonAdjLoss
  ☆28Updated 5 years ago
• fepegar / highresnet
  PyTorch implementation of HighRes3DNet
  ☆49Updated last year
• fepegar / resector
  Algorithm to simulate resection surgery on brain MRI scans. Published in MICCAI 2020, extended in IJCARS.
  ☆13Updated last year
• imedslab / semixup
  Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
  ☆14Updated last year
• gvalvano / sdtnet
  Spatial Decomposition and Transformation Network - TensorFlow
  ☆14Updated 5 years ago
• evanmy / sae
  Accepted in MIDL 2020
  ☆32Updated 3 years ago
• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 4 years ago
• ignaciorlando / refuge-evaluation
  This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the for…
  ☆15Updated 6 years ago
• LIVIAETS / semi_curriculum
  Code for our arxiv preprint: https://arxiv.org/abs/1904.05236
  ☆34Updated 5 years ago
• mathilde-b / CDA
  Constrained Domain Adaptation for Segmentation
  ☆29Updated 2 years ago
• RSIP-Vision / medio
  Medical images I/O python package
  ☆34Updated 2 years ago
• cs-xiao / TarGAN
  TarGAN - Official PyTorch Implementation (MICCAI 2021)
  ☆22Updated 3 years ago
• neuro-ml / domain_shift_anatomy
  Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…
  ☆13Updated 3 years ago
• SteffenCzolbe / probabilistic_segmentation
  ☆24Updated 3 years ago
• jongcye / CNN_MumfordShah_Loss
  ☆33Updated 4 years ago
• viggin / DeepLesion_manual_test_set
  A manually annotated test set for DeepLesion with 3D lesion boxes
  ☆24Updated 4 years ago
• vlievin / Unet
  U-Net Model for Image Segmentation Problems using PyTorch 0.4
  ☆36Updated 5 years ago
• gift-surg / fetal_brain_seg
  A toolkit for fetal brain localization and segmentation using deep learning
  ☆22Updated 5 years ago
• LIVIAETS / miccai_2020-weakly_supervised_tutorial
  Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …
  ☆17Updated 4 years ago