All software
DeBCR
DeBCR is a sparsity-efficient deep learning framework for denoising, deblurring, and deconvolving fluorescence microscopy images. Using the m-rBCR model, it restores structural details and improves resolution. It is available as a Python package and napari plugin for efficient image restoration.
- deblurring
- deconvolution
- Deep Learning
- + 3
- Python
- Jupyter Notebook
DeepLOKI
DeepLOKI is an AI-based software that uses deep learning to classify zooplankton species from high-resolution images, improving research efficiency by enabling faster and more accurate onboard image analysis in marine science.
- Data analysis
- Earth & Environment
- Machine learning
- + 2
- Python
DeepTrees🌳
Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch
- Deep Learning
- Earth & Environment
- open source
- + 3
- Jupyter Notebook
- Python
- Shell
- + 1
deid
Aims to provide best effort anonymization for medical images. Mirrors CTP cleaning method.
- Software Engineering and Data Infrastructure
- (Dockerfile)
- (Python)
DEMACRO
DEMACRO provides a suite of specialized models that use diverse methodologies for forecasting, scenario analysis, and macroeconomic projections.
- ESD
- ESD - Topic 1
- Python
Democracy Datasets
Sentence-wise split datasets of country reports in CSV format
- CSV
- dataset
Democracy Scraping Tool
A scraping tool to scrape various sources of country reports.
- scraping
- (Python)
Democracy text classification
LLM transfer learning to classify country reports into democracy dimensions.
- fine-tuning
- llm
- transfer learning
- ("Jupyter Notebook")
- (Python)
Democracy Topic Modelling
Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.
- BERT
- dictionary
- Topic Modelling
- ("Jupyter Notebook")
- (Python)
DG_RoomAcoustics
DG_RoomAcoustics is an open-source python-based software for room acoustics using the time-domain wave-based method. It implements the nodal discontinuous Galerkin method for spatial discretization of the linear acoustic equations, integrated over time with explicit schemes.
- Acoustics
- High performance computing
- python
- (Python)
dicom4che
dcm4che is a Java-based library and set of tools for working with DICOM files. It provides functionalities for reading, writing, and manipulating DICOM data, making it a valuable resource for developers and researchers working with medical imaging.
- Software Engineering and Data Infrastructure
- (Batchfile)
- (CSS)
- ("Go Template")
- + 4
DicomCleaner
A Java application for cleaning and anonymizing DICOM files. Provided as a webstart application.
- Software Engineering and Data Infrastructure