All software
ReSurfEMG
ReSurfEMG is an open source collaborative python library for analysis of respiratory electromyography (EMG). The library includes functions for pre-processing, analysis and machine learning.
- electrophysiology
- EMG
- Machine learning
- + 1
- Jupyter Notebook
- Python
- TeX
- + 3
Satsense
A Python library for land use classification based in satellite images.
- Image processing
- Machine learning
- Jupyter Notebook
- Python
Springtime
Spatiotemporal phenology research with interpretable models
- geospatial
- Machine learning
- phenology
- Python
- Dockerfile
SSIML2021
Software developed in the project Automation of the Cognitive Mapping Text-analysis Technique
- Machine learning
- Text analysis & natural language processing
- Jupyter Notebook
- Python
Streetscapes
Streetscapes is a package for code for downloading, segmenting and analysing images from Mapillary and KartaView.
- deep learning
- geospatial
- Image processing
- + 2
- Jupyter Notebook
- Python
Streetview Segmentation
Perform semantic segmentation on images, using Facebook's Mask2Former models.
- docker
- image recognition
- Machine learning
- + 2
- Python
- Dockerfile
Swan
Swan is a Python package to create statistical models to predict molecular properties
- Machine learning
- Python
- Jupyter Notebook
TaxoTagger Webapp
Webapp for DNA barcode identification, powered by semantic searching.
- Fungi
- Machine learning
- semantic search
- + 3
- Python
UNSAT3D
Soil health is essential for infrastructure and plant growth. The UNSAT project aims to improve 3D soil image processing using machine learning and high-fidelity simulation data to study water transport and root-soil interactions during maize growth.
- Data Analysis
- Machine learning
- Python
- Shell