Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivariant CNNs for Digital Pathology".
☆87Dec 26, 2019Updated 6 years ago
Alternatives and similar repositories for keras-gcnn
Users that are interested in keras-gcnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Group Equivariant Convolutional Neural Networks☆369Apr 2, 2021Updated 5 years ago
- ☆68Mar 25, 2019Updated 7 years ago
- Experiments with Group Equivariant Convolutional Networks☆120Dec 17, 2018Updated 7 years ago
- The PatchCamelyon (PCam) deep learning classification benchmark.☆530Jan 31, 2024Updated 2 years ago
- Dense Steerable Filter CNN☆76Nov 21, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Experiments with Group Equivariant Convolutions in PyTorch☆118Dec 13, 2022Updated 3 years ago
- Euclidean Neural Networks☆203Dec 19, 2020Updated 5 years ago
- Sample pytorch implementation of Covariant Compositional Networks☆13Feb 17, 2018Updated 8 years ago
- Github page for the paper "Variational Recurrent Neural Networks for Graph Classification" presented at the RLGM workshop of ICLR 2019☆13Oct 21, 2020Updated 5 years ago
- Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)☆20Dec 1, 2022Updated 3 years ago
- ☆12Apr 13, 2023Updated 3 years ago
- Spherical CNNs☆971Nov 11, 2024Updated last year
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Jun 30, 2020Updated 6 years ago
- Scale-Steerable CNN Implementation for PyTorch☆23May 10, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Batched GPU augmentations for 3D medical images, replacing MONAI's per-sample transforms with fused Triton kernels☆23Jun 11, 2026Updated 3 months ago
- ☆26Jun 6, 2023Updated 3 years ago
- Pan-cancer quantitative histopathology analysis using deep learning☆12Mar 1, 2022Updated 4 years ago
- ☆68Jun 9, 2020Updated 6 years ago
- ☆12Mar 8, 2018Updated 8 years ago
- ChebLieNet, a spectral graph neural network turned equivariant by Riemannian geometry on Lie groups.☆14Aug 20, 2024Updated 2 years ago
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆94Jun 11, 2019Updated 7 years ago
- Pytorch package for geometric softmax☆13Jun 13, 2019Updated 7 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆45Oct 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Reference implementation for "Group Equivariant Subsampling"☆17Dec 13, 2021Updated 4 years ago
- Cylindrical Shape Decomposition☆16Dec 8, 2022Updated 3 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Mar 19, 2020Updated 6 years ago
- MXNet implementation of Non-Local and Squeeze-Excitation network☆24Jan 30, 2018Updated 8 years ago
- ☆35Aug 19, 2024Updated 2 years ago
- PyTorch-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data☆15Oct 24, 2022Updated 3 years ago
- BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cance…☆47May 28, 2019Updated 7 years ago
- Lazily load multiscale whole-slide images with openslide and dask☆34Dec 6, 2022Updated 3 years ago
- A set of tools used for quantitative analysis of and machine learning from 3D medical images. Created by the Quantitative Tumor Imaging L…☆12Jan 10, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- slideToolkit: a free toolset for analyzing full size virtual histology slides☆11May 22, 2024Updated 2 years ago
- Deep Translation and Rotation Equivariance☆269Apr 12, 2019Updated 7 years ago
- Multilevel cnn notebooks for Camelyon17☆19Sep 29, 2019Updated 7 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆33Jun 28, 2023Updated 3 years ago
- A web-based system for learning pathology☆14Aug 3, 2026Updated 2 months ago
- Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data (Pytorch)☆18Sep 8, 2022Updated 4 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Jul 3, 2019Updated 7 years ago