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@@ -57,3 +57,59 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -0,0 +1,29 @@
+This is the README file for the dataset **N**etherlands **F**orensic **I**nstitute: **F**orensic **A**ctivity **R**ecognition **D**ataset (NFI_FARED).
+
+NFI_FARED contains accelerometer, gyroscope, and air pressure data from 14 participants (8 male, 6 female), aged 26.6 $\pm$ 8.8 years old. 2 IMU devices wear worn, one on the dominant wrist and the other on the back. For further details on the data collection procedure, please see [1]. 
+
+All subjects (pp) are numbered 01-15 (subject 14 is not existent), with data stored in their respective folder `/pp<SUBJECT NUMBER>/Sensor gegevens/verwerkte sensor gegevens NFI/` . Inside the folder the `.csv` files contain the actual sensor data. The naming convention of the files is: `<DATE>_exp<EXPERIMENT NUMBER>_<final|freeliving>_pp<SUBJECT NUMBER>.csv` . Files containing `<final>` are from the controlled experimental conditions, `<freeliving>` are from the unmonitored periods (further details in [1]). 
+
+The `.csv` files contain 17 columns.
+* Column 0: index
+* Column 1: timestamp
+* Columns 2-4: accelerometer readings of back-mounted IMU in each axis (x, y, and z)
+* Columns 5-7: gyroscope readings of back-mounted IMU (x, y, z)
+* Column 8: air pressure of back-mounted IMU
+* Columns 9-11: accelerometer readings of arm-mounted IMU (x, y, and z)
+* Columns 12-14: gyroscope readings of arm-mounted IMU (x, y, z)
+* Column 15: air pressure of arm-mounted IMU
+* Column 16: Activity Label
+
+Activity labels are as follows: `standing, sitting, walking, running, train, car, tram, bus, cycling, stair_up, stair_down, escalator_down, escalator_up, elevator_down, elevator_up, dragging, throwing, punching, kicking` 
+
+Subjects 3, 4, and 5 were not able to complete the full set of experiments, so their data is supplemented by subjects 11, 12, and 15 who completed the remaining sessions. Python scripts for processing the `.csv` files can be found on the project [GitHub](https://github.com/Con-or-McCarthy/Hi_OSCAR)  .
+
+### Reference
+If you wish to use this dataset in your research please cite:
+[1]**TBA** 
+
+### Contact
+For questions regarding the data processing, Hi-OSCAR paper, and/or project GitHub please contact Conor McCarthy: c.t.mccarthy@uva.nl
+
+For questions regarding the data collection and forensic applications please contact Jan Peter van Zandwijk: j.p.van.zandwijk@nfi.nl 

pp01/Sensor gegevens/verwerkte sensor gegevens NFI/20230608_exp1_final_pp01.csv

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pp01/Sensor gegevens/verwerkte sensor gegevens NFI/tijdstamps_labeling_activities_pp01_exp1_20230608

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