Software / Service definition
High dimensional Clustering using deep neural networks.
Usage in COVID19
The module can enable researchers to conduct clustering on CT or x-ray images so that similar cases are grouped together. Network weights can be finetuned by the available ground truth or trained from scratch. Alternatively, the provided models can be used.
- Pretrained models on image datasets COIL20,COIL100, MNIST, USPS, YTFaces, FashionMNIST
- Networks: ResNet18, ResNet34
- Docker Implementation for train & inference
Code via repository, models/data via link
Support point of contact
Petros Daras - firstname.lastname@example.org
Previous application scenario
Image Clustering, Indices/Scores clustering (H2020 NADINE project)
Free until end of pandemic as per WHO declaration