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migrave_dlbm

This repository contains software for development, training and evaluation of deep learning behaviour models (dlbm) for the sequence learning game. This repository contains the following modules:

  • dlbm_data_preprocessing - extracting frames from the annotated videos in order to create the datasets used in dlbm_binary and multiclass_binary
  • dlbm_binary - software for training and evaluation of four vision-only classifiers on the binary MigrAVE dataset
  • dlbm_multiclass - software for training and evaluation of two behaviour models on the multiclass MigrAVE dataset
  • dlbm_robot - softare for deploying a behaviour model on the robot for a sequence learning game