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TraP: The LOFAR Transients Pipeline

The LOFAR Transients Pipeline (or "TraP") is a Python and SQL based system for detecting and responding to transient and variable sources in a stream of astronomical images.

Image processing
radio astronomy
Source association
+ 3

Python
PLpgSQL
Mako
+ 1

DIANNA

Deep Insight And Neural Network Analysis, DIANNA is the only Explainable AI, XAI library for scientists supporting Open Neural Network Exchange, ONNX - the de facto standard models format.

Explainable AI
Image processing
Machine learning
+ 2

Jupyter Notebook
Python
TeX

ExploreASL

ExploreASL is a pipeline and toolbox for image processing and statistics of arterial spin labeling perfusion MR images. It is designed as a multi-OS, open-source, collaborative framework that facilitates cross-pollination between image processing method developers and clinical investigators.

ASL
Image processing
MRI

MATLAB
C
Python

mexca

Capture emotion expressions from video, audio, and text with a single pipeline.

Audio processing
Image processing
Machine learning
+ 1

Python
Dockerfile
Shell

Introduction to Geospatial Raster and Vector Data with Python

This lesson material shows how practical geospatial data analysis tasks can be carried out using Python

Data Analysis
geospatial
Image processing
+ 4

SalientDetector-matlab

If you want to automate object detection or image photo-identification tasks in an easy way with open MATLAB software, the SalientDetector-MATLAB is right for you

Image processing

MATLAB

SalientDetector-python

If you want to automate your object detection or photo-identification image tasks in an easy way with free open-source software, the SalientDetector-Python is the tool for you

Image processing

Jupyter Notebook
Python
Makefile

dhdt

A photohypsometric Python library to estimate glacier elevation change via optical remote sensing imagery

geospatial
Glacier
image
+ 2

Python
TeX

nanomesh

Python workflow tool for generating meshes from 2D and 3D microscopy image data

Image processing
Visualization
Workflow technologies

Jupyter Notebook
Python
Shell
+ 1

SalientDescriptor-matlab

If you need to automate your image matching tasks for the purposes of object detection or photo-identification in an easy way, the SalientDescriptor-matlab is right for you

Image processing

MATLAB
HTML

cleanX

CleanX is an open-source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.

Image processing
Machine learning

Jupyter Notebook
Python
TeX
+ 3

Medical Image Processing in Python

This lesson introduces some specifics of medical image processing with popular Python libraries such as SimpleITK, Pydicom and NiBabel. Reconstruction algorithms, image and DICOM anonymization, registration, segmentation, data augmentation and generative AI are covered.

Image processing
medical
radiology