kurzti88066/Fahrsimulator_MSY2526_AI
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0e25ba4a3e7e117589ed80272d36056b4afa4984
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Author SHA1 Message Date
TimoKurz 0e25ba4a3e - added database functionality 
- added writing of AUs into database in camera_stream
- added script to measure ActionUnits and Eyetracking data in one file
 2026-02-15 16:08:23 +01:00
TimoKurz 832a765575 - added implementation to create 50sec video files out of camera lifestream for every 5 seconds 
- added action unit recognition to the camera stream
 2026-02-07 11:27:40 +01:00
weigmi87303 9951d8b4f9 aufraeumen branch 2026-01-27 19:10:24 +01:00
weigmi87303 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
weigmi87303 38e9354c42 fixed blink bug in dataset creation 2026-01-26 13:11:06 +01:00
weigmi87303 ee648f9adc added subset filtering to notebook 2026-01-24 19:15:31 +01:00
weigmi87303 29d70ce713 created Notebook for subset distribution analysis 2026-01-24 18:15:26 +01:00
weigmi87303 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 fc6c593f6b - added xgboost to classify AU and EyeTracking features 2026-01-11 17:21:07 +01:00
weigmi87303 10bc7c568a complete deep svdd training notebook inclucing person wise normalisation 2026-01-02 21:03:58 +01:00
weigmi87303 267df136dd oc com 2026-01-02 13:14:41 +01:00
weigmi87303 f0affaed05 AE von ki cluster 2026-01-02 13:14:41 +01:00
weigmi87303 a3119e4fc3 tool function for performance based split; new model training notebooks 2026-01-02 12:02:48 +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
weigmi87303 a1bdf470cc changed read me 2025-12-18 15:29:50 +01:00
weigmi87303 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
weigmi87303 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
TimoKurz 87c5e21daf - changed MAD Outlier Removal - Function 
- added regulation to xgboost
 2025-12-13 13:45:31 +01:00
weigmi87303 15b32a9792 removed cell output 2025-12-10 19:35:20 +01:00
weigmi87303 fd7981f244 max dist calculation for eye tracking, new notebook for model training 2025-12-10 19:30:25 +01:00
weigmi87303 c7295f310c renamed directory, created mad method python file in tools 2025-12-10 19:29:18 +01:00
TimoKurz 2ee8b96b22 Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI 2025-12-10 18:18:49 +01:00
TimoKurz f3b5fd13f2 - added relative cluster path in xgboost 
- added MAD_Outlier_Remove Function
- added MAD_Outlier_Removal to xgboost in extra file
 2025-12-10 18:18:08 +01:00
weigmi87303 bc1d6d4cac moved scaler into separat file 2025-12-10 18:03:23 +01:00
korzerce84997 e3d9020032 MAD outlier removal file creation 2025-12-10 16:44:07 +01:00
korzerce84997 e444a72889 xgboost groupfold and autoencoder 2025-12-10 16:33:34 +01:00
weigmi87303 951550be96 added eye feature dataset generator script 2025-12-04 12:32:34 +01:00
weigmi87303 8234893c54 fixed previous commit 2025-12-04 11:09:24 +01:00
weigmi87303 95da35b3b1 moved eye features to dataset creation, created empty feature script for eye tracking features 2025-12-04 10:59:48 +01:00
TimoKurz 080bdcfbe3 - moved eyeTrackingFeatures to EDA 
- updated eyeTrackingFeatures
- added eyeAlt
 2025-12-03 19:11:42 +01:00
TimoKurz d7d0414b14 - added eyetrackingFeatures file 2025-12-03 13:41:48 +01:00
korzerce84997 e7aac9dabe xgboost: 2nd model with grid search and k-fold cross 2025-11-23 12:22:47 +01:00
korzerce84997 f5e03cc8d0 Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI 2025-11-19 17:36:37 +01:00
korzerce84997 c816315381 xgboost notebook first model 2025-11-19 17:36:25 +01:00
weigmi87303 58d92fb423 ae notebook 2025-11-19 17:31:52 +01:00
korzerce84997 846e739041 Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI 2025-11-12 16:41:30 +01:00
korzerce84997 ecd1daf4a2 fortschritt xgboost 2025-11-12 16:40:57 +01:00
weigmi87303 5f00341b1b changed data preprocessing in i forest training 2025-11-12 16:37:16 +01:00
weigmi87303 58faff8f68 changed dataset creation for face au 2025-11-12 16:36:35 +01:00
korzerce84997 2eddb73644 added empty xgboost notebook 2025-11-12 15:16:01 +01:00
weigmi87303 7c4fadb951 new files 2025-11-10 11:31:42 +01:00
weigmi87303 fb29a1333e iforest training 2025-11-05 21:31:16 +01:00
weigmi87303 77dbc4a109 added model training file structure 2025-11-05 17:02:11 +01:00
weigmi87303 37ab7cb620 added histogramms for AU EDA 2025-11-03 10:24:02 +01:00
weigmi87303 e7d26e9a6d deleted cell outpout in notebooks 2025-11-02 21:05:06 +01:00
weigmi87303 ab3ba28a71 revert c5a61c9e55 
revert Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI
 2025-11-02 19:59:39 +00:00
weigmi87303 c5a61c9e55 Merge branch 'main' of https://git.efi.th-nuernberg.de/gitea/kurzti88066/Fahrsimulator_MSY2526_AI 2025-11-02 20:55:07 +01:00
weigmi87303 a6a0dd3ac5 added 2-class separation in "open parquet-test" 2025-11-02 20:55:01 +01:00
weigmi87303 b92a37e66d research on performance and extra script 2025-10-31 18:27:58 +01:00
weigmi87303 25aa03398a added performance research 2025-10-31 17:40:20 +01:00