sophiajw / HistAuGANLinks
☆44Updated 3 years ago
Alternatives and similar repositories for HistAuGAN
Users that are interested in HistAuGAN are comparing it to the libraries listed below
Sorting:
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Updated 2 years ago
- ☆42Updated 3 years ago
- GPU-accelerated stain normalization command line tool☆22Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆93Updated 9 months ago
- Interactive Segmentation of Nucleus☆66Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- ☆63Updated 11 months ago
- Region-guided CycleGANs for stain transfer☆19Updated 2 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆72Updated 7 months ago
- CoNIC Challenge☆66Updated last year
- ☆35Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- Python 3 library for the augmentation & normalization of H&E images☆58Updated 2 years ago
- StainNet: a fast and robust stain normalization network☆51Updated 3 years ago
- Toolbox for measuring adversarial robustness to many transforms☆19Updated 4 months ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Updated last year
- Histopathology Image Analysis☆92Updated 2 years ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆105Updated 9 months ago
- Evaluation code for the PanNuke dataset☆28Updated 4 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆89Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Pipeline for computational pathology☆38Updated last year
- ☆35Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆41Updated 2 years ago
- ☆56Updated 3 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆68Updated 2 years ago