Helmholtz Imaging Solutions
Helmholtz Imaging Solutions include generalized solutions to tackle common imaging problems along the full pipeline, including algorithms, software packages, datasets, and protocols. Adding your software to the Helmholtz Imaging Community here will yield automatic mirroring to CONNECT.
- Helmholtz Imaging
- Helmholtz Imaging CONNECT
challengeR
challengeR: Methods and open-source toolkit for analyzing and visualizing challenge results
- Computer science
- Image processing
- Machine learning
- + 2
- R
LUCYD
LUCYD - A Feature-Driven Richardson-Lucy Deconvolution Network
- deblurring
- deconvolution
- image enhancement
- + 1
- Python
nnDetection
nnDetection: A Self-configuring Method for Medical Object Detection
- 3d-object-detection
- biomedical image analysis
- Detection
- + 3
- Python
- Cuda
- Dockerfile
- + 3
Album
Album is open-source infrastructure for building executable digital libraries of reusable, discoverable, and reproducible scientific software methods.
- FAIR Software
- GUI
- Interactivity
- + 5
- Python
- Dockerfile
- Shell
AAF
Alternating Amplitude FLow
Batchgenerators
- 2D
- 3D
- data augmentation
- + 3
- Jupyter Notebook
- Python
- Makefile
Computer Vision Experimentation Frameworks - Generalized-YOLOv5
- biomedical image analysis
- Deep Learning
- natural image analysis
- + 4
- Python
- Shell
- Dockerfile
Computer Vision Experimentation Frameworks - Image Classification
- Classification
- Deep Learning
- out-of-the-box
- + 2
- Python
Computer Vision Experimentation Frameworks - Semantic Segmentation
- Deep Learning
- semantic segmentation
- Python
DIPLO
Digital Plankton Workflow Editor
- aquatic imaging
- Image processing
- imaging workflow editing
- + 1
- Python
fd_shifts
FD-Shifts: A Benchmark for Failure Detection under Distribution Shifts in Image Classification
- Python
m-pax_lib
Multi-path Explanations Library
- Disentangled Representations
- Explanatory AI
- Medical Imaging
- + 1
- Python
- R