15 Commits

Author SHA1 Message Date
9951d8b4f9 aufraeumen branch 2026-01-27 19:10:24 +01:00
eee173dc0b added clean eye df call to combined feature creation
bug fix, was missing in combined feature creation script
2026-01-26 17:53:54 +01:00
38e9354c42 fixed blink bug in dataset creation 2026-01-26 13:11:06 +01:00
d79fad909c changed script for combined feature creation
min duration for blink is now configurable in __main__
2026-01-22 18:43:08 +01:00
TimoKurz
f5796a5cdd - added description to use py-feat
- added script:
-- to split a video into 2min clips
-- to extract AUs from a video
2025-12-24 19:08:39 +01:00
7708ac1b29 combined dataset creation pipeline
CPFC_both.py: creates parquet files chunkwise that include study level phase subjectID, FACE_AU and Eye tracking columns
combined_feature_creation.py : creates a single dataset by computing the features in parallel for the same time window --> same sample rate required
2025-12-18 15:25:18 +01:00
b8bebc0944 minor fixes in dataset creation
changed paths to paulusja ... directory
changed feature extraction for AUs to mean instead of sum
added v1 of merge script of datasets (needs to be adjusted)
2025-12-18 13:04:11 +01:00
fd7981f244 max dist calculation for eye tracking, new notebook for model training 2025-12-10 19:30:25 +01:00
951550be96 added eye feature dataset generator script 2025-12-04 12:32:34 +01:00
8234893c54 fixed previous commit 2025-12-04 11:09:24 +01:00
95da35b3b1 moved eye features to dataset creation, created empty feature script for eye tracking features 2025-12-04 10:59:48 +01:00
58faff8f68 changed dataset creation for face au 2025-11-12 16:36:35 +01:00
e7d26e9a6d deleted cell outpout in notebooks 2025-11-02 21:05:06 +01:00
a6a0dd3ac5 added 2-class separation in "open parquet-test" 2025-11-02 20:55:01 +01:00
c80e8808f2 restructured repo, fixed git ignore 2025-10-31 16:37:08 +01:00