Christiaan Meijer
Platalea
Platalea contains deep neural network architectures for modeling spoken language from multiple sources at once: audio, and simultaneously images, text or video. This can be used to learn about what different context sources add to the language acquisition process.
- (Python)
CoeusAI
The CoeusAI QGIS plugin is designed for exploration of multiband geospatial datasets. It lets the user iteratively train and retrain segmentation models in seconds. A combination of Deep learning and traditional machine learning is used, leveraging the best of both methods.
- deep learning
- gis
- Machine learning
- + 2
- (Python)
Distance explainer
Explainable AI tool for explaining models that create embeddings.
- Embedded spaces
- XAI
- ("Jupyter Notebook")
- (Python)
- (Shell)
Pycoeus
Pycoeus is a command-line tool and python package designed for exploration of multiband geospatial datasets. It lets the user iteratively train and retrain segmentation models in seconds. A combination of Deep learning and traditional machine learning is used, leveraging the best of both methods.
- deep learning
- gis
- Machine learning
- + 2
- (Python)
Explainable embeddings
Experiments with regard to explanation of embedded spaces and multi modal models.
- DIANNA
- Embedded spaces
- Explainable AI
- (HTML)
- ("Jupyter Notebook")
- (Python)
- + 1
Lofar Predictive Maintenance
Software tool to cluster outputs of different baselines within a specific observation. There are often over 1500 baselines in a single observation which takes a lot of time to inspect. This tool makes inspecting output of baselines more productive.