Machine Learning

Akkademia

Translating Akkadian signs to transcriptions using NLP techniques such as HMM, MEMM and BiLSTM neural networks.

archaeo-CRF

Conditional Random Fields model for NER in Dutch Archaeology.

ArchaeolPhytoliths

Automated detection and classification of multi-cell phytoliths at genera and species-level using Deep Learning algorithm.

archeo-bertje

A Dutch BERT model for the Archaeology domain.

SediNet

Deep learning framework for optical granulometry (estimation of sedimentological variables from sediment imagery).

segmenteverygrain

A SAM-based model for instance segmentation of images of grains.