A modular and extensible framework for training and evaluating semantic segmentation models with PyTorch Lightning, supporting multiple architectures, datasets, losses, and data augmentation pipelines out of the box.
☆26Apr 23, 2026Updated 6 months ago
Alternatives and similar repositories for semantic_segmentation
Users that are interested in semantic_segmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A grid sampler for larger-than-memory N-dimensional images☆30Nov 11, 2025Updated 11 months ago
- Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments☆66Oct 2, 2026Updated last month
- ☆10Mar 18, 2022Updated 4 years ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆36Oct 19, 2024Updated 2 years ago
- ☆11Nov 3, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Data Inspection Plugin, designed to streamline file navigation and enhance the efficiency of data inspection.☆15Dec 22, 2025Updated 10 months ago
- nnActive -- code, benchmark and results for the largest study of Active Learning for 3D Biomedical Imaging.☆24Mar 12, 2026Updated 7 months ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- ☆11Jul 29, 2024Updated 2 years ago
- Python wrapper to unify reading/writing via NiBabel, pynrrd and SimpleITK within a unified and simple interface.☆19Apr 10, 2026Updated 6 months ago
- ☆161Sep 10, 2026Updated last month
- A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation☆31May 14, 2024Updated 2 years ago
- ☆15Jun 24, 2024Updated 2 years ago
- nnInteractive plugin for Napari - nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points,…☆125Sep 21, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A utility tool to download zenodo records (supports access token downloads)☆12Nov 19, 2024Updated last year
- GPU-accelerated, OpenCL-based Random Forest Classifiers for pixel and labeled object classification in napari.☆49May 1, 2025Updated last year
- ☆55Sep 8, 2023Updated 3 years ago
- Pin the Memory (CVPR 2022): Official Project Webpage☆44Nov 3, 2022Updated 3 years ago
- CASID: A Large-scale Climate-Aware Satellite Image Dataset for Domain Adaptive Land-Cover Semantic Segmentation☆11Oct 18, 2026Updated 2 weeks ago
- ☆84Sep 2, 2025Updated last year
- Automated deep-learning based brain tumor segmentation on MRI☆43Aug 24, 2022Updated 4 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆72Oct 23, 2026Updated last week
- Hyppopy is a python toolbox for blackbox optimization. It's purpose is to offer a unified and easy to use interface to a collection of so…☆27Apr 26, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of robust deep anomaly detection models using Partial Conditional Invariant Regularization (PCIR). Accepted to NeurIPS 202…☆14Oct 27, 2023Updated 3 years ago
- Efficient 3D interactive segmentation with the nnU-Net☆12Jun 15, 2022Updated 4 years ago
- [ICCV 2025] Controllable Latent-Space Augmentation for Digital Pathology☆20Nov 18, 2025Updated 11 months ago
- ☆12Mar 18, 2024Updated 2 years ago
- the processor of China GF satellite☆10Mar 16, 2022Updated 4 years ago
- A bayesian collaborative learning framework for whole-slide image classification☆24Nov 23, 2023Updated 2 years ago
- Wrapper for Normalized Gradient Descent in Keras☆17Jun 9, 2018Updated 8 years ago
- ☆24Mar 31, 2021Updated 5 years ago
- Open Set Semantic Segmentation☆10Dec 23, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- LDM-Morph: Latent diffusion model guided deformable image registration☆18Jan 19, 2025Updated last year
- Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comp…☆276Updated this week
- Automated processing of MRI in neuro-oncology (combining HD-BET, image co-registration, and HD-GLIO in one container)☆35Jun 5, 2022Updated 4 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆664Oct 8, 2026Updated 3 weeks ago
- ☆163Sep 7, 2026Updated last month
- Semantic Segmentation in Pytorch☆10Dec 9, 2022Updated 3 years ago
- 1st solution for Retinal Image Analysis for multi-Disease Detection Challenge(RIADD (ISBI-2021))☆29Apr 27, 2021Updated 5 years ago