Combination of EEG and video rat seizure methods
This is the final repo for running evaluation for the seizure rats. Currently updated to include both training and evaluation
FILE GUIDE:
setup_directory.py – Script to process video files into short clips and organize
video_utils.py – Functions to process and organize video clips
multi_modal_distributed.py – Newest main file, uses distributed DGX training and custom multimodal model architecture to train models on EEG and video data
convertEDF.py – reads in EEG data from EDF files and formats it
run_trainer_new.py – some postprocessing and helper functions
post_process.py – generates summary results after training/evaluation has completed
combine_distributed_results.py – helper functions for postprocessing
All other files: unused helper functions or previous attempts at model building/evaluation
Imported from gh:Kentucky-Open-Science/Rat-seizure-combined. Source last updated 2026-05-26. Synced 2026-07-27.
Source code on GitHub.
This is the final repo for running evaluation for the seizure rats. Currently updated to include both training and evaluation
FILE GUIDE:
setup_directory.py - Script to process video files into short clips and organize
video_utils.py - Functions to process and organize video clips
multi_modal_distributed.py - Newest main file, uses distributed DGX training and custom multimodal model architecture to train models on EEG and video data
convertEDF.py - reads in EEG data from EDF files and formats it
run_trainer_new.py - some postprocessing and helper functions
post_process.py - generates summary results after training/evaluation has completed
combine_distributed_results.py - helper functions for postprocessing
All other files: unused helper functions or previous attempts at model building/evaluation