Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
☆109Jan 8, 2023Updated 3 years ago
Alternatives and similar repositories for Augmentation-PyTorch-Transforms
Users that are interested in Augmentation-PyTorch-Transforms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆21Oct 3, 2023Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Jun 20, 2023Updated 2 years ago
- The implementations for CVPR 2025 paper "Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images".☆28Mar 16, 2026Updated last week
- Iteratively Coupled Multiple Instance Learning☆24Nov 28, 2024Updated last year
- Toolbox for measuring adversarial robustness to many transforms☆19Apr 24, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Sep 25, 2023Updated 2 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆111Jun 9, 2023Updated 2 years ago
- Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images☆15Dec 17, 2019Updated 6 years ago
- ☆12Oct 4, 2023Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆57Jan 11, 2023Updated 3 years ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆349May 8, 2021Updated 4 years ago
- ☆26Jul 16, 2024Updated last year
- ☆10Jan 17, 2023Updated 3 years ago
- Corresponding code of 'Quiros, A. C., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R., Tsirigos, A., Yuan, K. Adversarial learning …☆15Jul 22, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- "Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios"☆15Aug 29, 2023Updated 2 years ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆35Jan 10, 2020Updated 6 years ago
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.☆11Oct 11, 2020Updated 5 years ago
- ☆32Nov 1, 2022Updated 3 years ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Aug 17, 2024Updated last year
- Preprocessing module for large histological images☆21Jun 16, 2023Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆162May 14, 2024Updated last year
- MIA-DDTNet: A Dense Dual-Task Network for Tumor-infiltrating Lymphocyte Detection and Segmentation in Histopathological Images of Breast …☆14May 11, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- color/stain normalization on histological images using Reinhard, Macenko and Vahadane methods☆16Dec 14, 2021Updated 4 years ago
- Python 3 library for the augmentation & normalization of H&E images☆65Sep 12, 2022Updated 3 years ago
- Attention \ Saliency maps and features visualization for deep learning models in pytorch☆29Apr 29, 2020Updated 5 years ago
- Tiling patches or generate patches of whole slide image based on Openslide☆13Nov 20, 2020Updated 5 years ago
- Upcoming: DefED-Net: Deformable Encoder-Decoder Network for Liver and Liver-Tumor Segmentation☆21Nov 2, 2022Updated 3 years ago
- Image processing tool implement via matlab☆12Sep 21, 2025Updated 6 months ago
- Code for the First Place Solution in OCELOT 2023: Cell Detection from Cell-Tissue Interaction☆11Sep 11, 2023Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆141Aug 5, 2021Updated 4 years ago
- ☆13Jan 18, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆61Mar 5, 2022Updated 4 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Oct 25, 2019Updated 6 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆94Jan 15, 2020Updated 6 years ago
- Stain normalization tools for histological analysis and computational pathology☆178Nov 13, 2025Updated 4 months ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆93Jan 7, 2026Updated 2 months ago
- A Python toolkit for pathology image analysis algorithms.☆466Mar 9, 2026Updated 2 weeks ago
- ☆48Jan 7, 2025Updated last year