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  1. AcquisitionGuidelines/EPIC-Kitchens-acquisition-guidelines.pdf +0 -0
  2. P01/recording_times.csv +10 -0
  3. P03/recording_times.csv +24 -0
  4. P04/recording_times.csv +24 -0
  5. P07/recording_times.csv +18 -0
  6. P11/recording_times.csv +10 -0
  7. P12/meta_data/P12_101-gps.csv +1 -0
  8. P12/meta_data/P12_102-gps.csv +1 -0
  9. P12/meta_data/P12_103-accl.csv +0 -0
  10. P12/meta_data/P12_103-gps.csv +1 -0
  11. P12/meta_data/P12_103-gyro.csv +0 -0
  12. P12/meta_data/P12_104-gps.csv +1 -0
  13. P12/meta_data/P12_105-accl.csv +0 -0
  14. P12/meta_data/P12_105-gps.csv +1 -0
  15. P12/meta_data/P12_105-gyro.csv +0 -0
  16. P12/recording_times.csv +6 -0
  17. P22/meta_data/P22_101-gps.csv +1 -0
  18. P22/meta_data/P22_105-gyro.csv +0 -0
  19. P22/meta_data/P22_107-gyro.csv +0 -0
  20. P22/meta_data/P22_110-gps.csv +1 -0
  21. P22/meta_data/P22_114-gps.csv +1 -0
  22. P22/recording_times.csv +18 -0
  23. P23/recording_times.csv +4 -0
  24. P25/readme.txt +92 -0
  25. P25/recording_times.csv +8 -0
  26. P26/recording_times.csv +25 -0
  27. P27/recording_times.csv +6 -0
  28. P28/recording_times.csv +19 -0
  29. P30/meta_data/P30_101-gps.csv +1 -0
  30. P30/meta_data/P30_101-gyro.csv +0 -0
  31. P30/meta_data/P30_102-gps.csv +1 -0
  32. P30/meta_data/P30_103-accl.csv +0 -0
  33. P30/meta_data/P30_103-gps.csv +1 -0
  34. P30/meta_data/P30_103-gyro.csv +0 -0
  35. P30/meta_data/P30_104-accl.csv +0 -0
  36. P30/meta_data/P30_104-gps.csv +1 -0
  37. P30/meta_data/P30_104-gyro.csv +0 -0
  38. P30/meta_data/P30_105-accl.csv +0 -0
  39. P30/meta_data/P30_105-gps.csv +1 -0
  40. P30/meta_data/P30_105-gyro.csv +0 -0
  41. P30/meta_data/P30_106-accl.csv +0 -0
  42. P30/meta_data/P30_106-gps.csv +1 -0
  43. P30/meta_data/P30_106-gyro.csv +0 -0
  44. P30/meta_data/P30_107-gps.csv +1 -0
  45. P30/meta_data/P30_108-accl.csv +0 -0
  46. P30/meta_data/P30_108-gps.csv +1 -0
  47. P30/meta_data/P30_108-gyro.csv +0 -0
  48. P30/meta_data/P30_109-accl.csv +0 -0
  49. P30/meta_data/P30_109-gps.csv +1 -0
  50. P30/meta_data/P30_109-gyro.csv +0 -0
AcquisitionGuidelines/EPIC-Kitchens-acquisition-guidelines.pdf ADDED
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P01/recording_times.csv ADDED
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
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+ GX010008.MP4,P01_101.MP4,2019-05-20 20:27:37,P01
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P03/recording_times.csv ADDED
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1
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2
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P04/recording_times.csv ADDED
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1
+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
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+ GX010022.MP4,P04_101.MP4,2019-06-08 12:02:26,P04
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P07/recording_times.csv ADDED
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1
+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010221.MP4,P07_101.MP4,2016-01-01 00:09:14,P07
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18
+ GX010236.MP4,P07_117.MP4,2019-11-11 20:55:46,P07
P11/recording_times.csv ADDED
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010669.MP4,P11_101.MP4,2019-08-08 19:42:32,P11
3
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+ GX010678.MP4,P11_108.MP4,2019-08-10 09:18:19,P11
10
+ GX010680.MP4,P11_109.MP4,2019-08-16 19:38:28,P11
P12/meta_data/P12_101-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P12/meta_data/P12_102-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P12/meta_data/P12_103-accl.csv ADDED
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P12/meta_data/P12_103-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P12/meta_data/P12_103-gyro.csv ADDED
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P12/meta_data/P12_104-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P12/meta_data/P12_105-accl.csv ADDED
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P12/meta_data/P12_105-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P12/meta_data/P12_105-gyro.csv ADDED
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P12/recording_times.csv ADDED
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010642.MP4,P12_101.MP4,2019-08-03 15:22:03,P12
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+ GX010643.MP4,P12_102.MP4,2019-08-03 15:55:08,P12
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+ GX010644.MP4,P12_103.MP4,2019-08-03 16:07:21,P12
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+ GX010645.MP4,P12_104.MP4,2019-08-03 17:51:57,P12
6
+ GX010658.MP4,P12_105.MP4,2019-08-03 20:34:19,P12
P22/meta_data/P22_101-gps.csv ADDED
@@ -0,0 +1 @@
 
 
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P22/meta_data/P22_105-gyro.csv ADDED
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P22/meta_data/P22_107-gyro.csv ADDED
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P22/meta_data/P22_110-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P22/meta_data/P22_114-gps.csv ADDED
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+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P22/recording_times.csv ADDED
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010006.MP4,P22_101.MP4,2019-06-13 07:15:18,P22
3
+ GX010007.MP4,P22_102.MP4,2019-06-13 07:16:31,P22
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+ GX010008.MP4,P22_103.MP4,2019-06-13 07:20:38,P22
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+ GX010010.MP4,P22_105.MP4,2019-06-13 07:24:16,P22
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+ GX010011.MP4,P22_106.MP4,2019-06-13 07:27:44,P22
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+ GX010012.MP4,P22_107.MP4,2019-06-13 07:32:09,P22
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+ GX010013.MP4,P22_108.MP4,2019-06-13 07:33:28,P22
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+ GX010005.MP4,P22_109.MP4,2019-06-13 07:34:35,P22
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+ GX010015.MP4,P22_110.MP4,2019-06-13 07:39:42,P22
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+ GX010014.MP4,P22_111.MP4,2019-06-13 07:42:52,P22
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+ GX010091.MP4,P22_112.MP4,2019-11-26 11:12:35,P22
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+ GX010092.MP4,P22_113.MP4,2019-11-26 11:28:18,P22
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+ GX010088.MP4,P22_114.MP4,2019-11-26 11:34:04,P22
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+ GX010089.MP4,P22_115.MP4,2019-11-26 11:45:08,P22
17
+ GX010093.MP4,P22_116.MP4,2019-11-26 11:50:11,P22
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+ GX010090.MP4,P22_117.MP4,2019-11-26 12:05:17,P22
P23/recording_times.csv ADDED
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010019.MP4,P23_101.MP4,2019-11-07 10:53:21,P23
3
+ GX010084.MP4,P23_102.MP4,2019-11-07 11:01:12,P23
4
+ GX010021.MP4,P23_103.MP4,2019-11-07 11:01:18,P23
P25/readme.txt ADDED
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1
+ # EPIC-KITCHENS-100 Dataset - Extension Video Release
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+ Release Date: May 2020
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+
4
+ ## Authors
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+ Dima Damen (1)
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+ Hazel Doughty (1)
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+ Giovanni Maria Farinella (2)
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+ Antonino Furnari (2)
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+ Evangelos Kazakos (1)
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+ Jian Ma (1)
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+ Davide Moltisanti (1)
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+ Jonathan Munro (1)
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+ Toby Perrett (1)
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+ Will Price (1)
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+ Michael Wray (1)
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+
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+ * (1 University of Bristol)
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+ * (2 University of Catania)
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+
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+
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+ ## Citing
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+ When using the dataset, kindly reference:
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+
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+ Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray (2020). Rescaling Egocentric Vision. check publication [here](http://epic-kitchens.github.io)
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+
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+ Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray (2020). The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
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+
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+ Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray (2018). Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. European Conference on Computer Vision (ECCV).
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+
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+
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+ ## Dataset Details
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+ This deposit contains additional videos for the dataset EPIC-KITCHENS-100. These contain 45 recorded hours, and together with videos released at: http://dx.doi.org/10.5523/bris.3h91syskeag572hl6tvuovwv4d form a total of 100 hours of egocentric footage, by 37 participants.
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+
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+ This readme contains information about additionally recorded video files. Please see the
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+ [github](https://github.com/epic-kitchens/annotations) for the latest annotations
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+ and [epic-kitchens website](http://epic-kitchens.github.io) for all and open challenges.
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+
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+ ## Folder Details
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+ We have a folder per participant PXX (e.g. P01). Within each folder, you can find the following sub-folders:
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+
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+ * **videos:** contains the raw videos.
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+
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+ We use `P##/P##_1**` with `##` denoting the participant number and `1**` to denote
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+ the video number. We use 1 to indicate an extension video compared to videos released in 2018.
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+
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+ Videos are recordied using the GoPro Hero 7 at 50 FPS with stabilisation.
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+
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+ * **rgb_frames:** contains the RGB frames extracted at 50fps.
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+
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+ Frames from a video have been grouped into a tar file, labelled as `P##_***.tar`
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+ and can be found inside the participant directory, i.e. The RGB frames from,
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+ `P01_101` can be found in `rgb_frames/P01_101.tar`. Each tar file contains a flat directory
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+ of frames named `frame_xxxxxxxxxx.jpg`.
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+
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+ RGB frames are extracted using the command
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+
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+ ```
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+ ffmpeg \
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+ -hwaccel cuvid \
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+ -c:v "hevc_cuvid" \
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+ -i PXX_1YY.MP4 \
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+ -vf 'scale_npp=-2:256:interp_algo=super,hwdownload,format=nv12' \
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+ -q:v 4 \
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+ -r 50 \
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+ PXX_1YY/frame_%010d.jpg
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+ ```
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+
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+ * **flow_frames:** contains the flow frames used as input for action recognition
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+
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+ Similar to rgb_frames, flow_frames are grouped into a tar file, and follow the same formatting.
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+
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+ Optical flow was extracted using a fork of
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+ [`gpu_flow`](https://github.com/feichtenhofer/gpu_flow) made
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+ [available on github](https://github.com/dl-container-registry/furnari-flow).
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+ We set the parameters: stride = 1, dilation = 1, bound = 8 and size = 256.
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+
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+ * **meta_data:**
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+
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+ We publish meta data containing accelerometers and gyroscope data. These have been collected using the public [GoPro-utilities repo](https://github.com/JuanIrache/gopro-utils). Please refer to that repo for the formats of the released meta_data files. Note that GPS information is suppressed for anonymity and were not recorded.
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+
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+ * **recording_times.csv**
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+
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+ This file contains the exact recording time for each file (in date, hours and minutes), based on the local time at the city/country of recording.
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+
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+ ## License
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+ All files in this dataset are copyright by us and published under the
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+ Creative Commons Attribution-NonCommerial 4.0 International License, found
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+ [here](https://creativecommons.org/licenses/by-nc/4.0/).
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+ This means that you must give appropriate credit, provide a link to the license,
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+ and indicate if changes were made. You may do so in any reasonable manner,
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+ but not in any way that suggests the licensor endorses you or your use. You
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+ may not use the material for commercial purposes.
P25/recording_times.csv ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
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+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010063.MP4,P25_101.MP4,2019-11-07 11:22:54,P25
3
+ GX010059.MP4,P25_102.MP4,2019-11-07 11:23:33,P25
4
+ GX010085.MP4,P25_103.MP4,2019-11-07 11:29:28,P25
5
+ GX010061.MP4,P25_104.MP4,2019-11-07 11:42:33,P25
6
+ GX010086.MP4,P25_105.MP4,2019-11-07 11:56:51,P25
7
+ GX010057.MP4,P25_106.MP4,2019-11-07 11:56:52,P25
8
+ GX010087.MP4,P25_107.MP4,2019-11-07 12:21:19,P25
P26/recording_times.csv ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010025.MP4,P26_101.MP4,2019-09-06 12:00:39,P26
3
+ GX010026.MP4,P26_102.MP4,2019-09-06 12:01:51,P26
4
+ GX010027.MP4,P26_103.MP4,2019-09-06 12:05:46,P26
5
+ GX010024.MP4,P26_104.MP4,2019-09-06 12:08:35,P26
6
+ GX010028.MP4,P26_105.MP4,2019-09-06 12:09:18,P26
7
+ GX010030.MP4,P26_106.MP4,2019-09-06 12:09:52,P26
8
+ GX010031.MP4,P26_107.MP4,2019-09-06 12:10:55,P26
9
+ GX010029.MP4,P26_108.MP4,2019-09-06 12:11:04,P26
10
+ GX010033.MP4,P26_109.MP4,2019-09-06 12:11:24,P26
11
+ GX010032.MP4,P26_110.MP4,2019-09-06 12:12:38,P26
12
+ GX010035.MP4,P26_111.MP4,2019-09-06 12:13:36,P26
13
+ GX010036.MP4,P26_112.MP4,2019-09-06 12:15:11,P26
14
+ GX010038.MP4,P26_113.MP4,2019-09-06 12:15:37,P26
15
+ GX010039.MP4,P26_114.MP4,2019-09-06 12:16:00,P26
16
+ GX010037.MP4,P26_115.MP4,2019-09-06 12:16:11,P26
17
+ GX010041.MP4,P26_116.MP4,2019-09-06 12:18:44,P26
18
+ GX010040.MP4,P26_117.MP4,2019-09-06 12:20:36,P26
19
+ GX010042.MP4,P26_118.MP4,2019-09-06 12:24:00,P26
20
+ GX010043.MP4,P26_119.MP4,2019-09-06 12:25:15,P26
21
+ GX010044.MP4,P26_120.MP4,2019-09-06 12:25:46,P26
22
+ GX010046.MP4,P26_121.MP4,2019-09-06 12:26:35,P26
23
+ GX010045.MP4,P26_122.MP4,2019-09-06 12:28:34,P26
24
+ GX010047.MP4,P26_123.MP4,2019-09-06 12:29:52,P26
25
+ GX010049.MP4,P26_124.MP4,2019-09-06 12:32:42,P26
P27/recording_times.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010050.MP4,P27_101.MP4,2019-09-30 15:19:26,P27
3
+ GX010051.MP4,P27_102.MP4,2019-09-30 15:21:38,P27
4
+ GX010052.MP4,P27_103.MP4,2019-09-30 15:27:55,P27
5
+ GX010067.MP4,P27_104.MP4,2019-10-07 10:43:56,P27
6
+ GX010053.MP4,P27_105.MP4,2019-10-14 10:54:39,P27
P28/recording_times.csv ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Recorded_name,Video_ID,Time_of_Recording,Participant_ID
2
+ GX010095.MP4,P28_101.MP4,2019-07-07 13:29:43,P28
3
+ GX010098.MP4,P28_102.MP4,2019-07-07 13:56:05,P28
4
+ GX010100.MP4,P28_103.MP4,2019-07-07 15:51:08,P28
5
+ GX010102.MP4,P28_104.MP4,2019-07-07 16:32:34,P28
6
+ GX010103.MP4,P28_105.MP4,2019-07-07 23:22:15,P28
7
+ GX010104.MP4,P28_106.MP4,2019-07-07 23:26:25,P28
8
+ GX010105.MP4,P28_107.MP4,2019-07-07 23:28:55,P28
9
+ GX010106.MP4,P28_108.MP4,2019-07-07 23:38:24,P28
10
+ GX010107.MP4,P28_109.MP4,2019-07-08 08:29:41,P28
11
+ GX010108.MP4,P28_110.MP4,2019-07-08 08:32:08,P28
12
+ GX010109.MP4,P28_111.MP4,2019-07-08 08:45:24,P28
13
+ GX010110.MP4,P28_112.MP4,2019-07-08 10:10:25,P28
14
+ GX010111.MP4,P28_113.MP4,2019-07-08 14:44:33,P28
15
+ GX010112.MP4,P28_114.MP4,2019-07-08 14:55:48,P28
16
+ GX010113.MP4,P28_115.MP4,2019-07-08 15:10:31,P28
17
+ GX010114.MP4,P28_116.MP4,2019-07-08 15:21:51,P28
18
+ GX010115.MP4,P28_117.MP4,2019-07-08 15:31:46,P28
19
+ GX010116.MP4,P28_118.MP4,2019-07-08 15:37:44,P28
P30/meta_data/P30_101-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_101-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_102-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_103-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_103-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_103-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_104-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_104-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_104-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_105-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_105-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_105-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_106-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_106-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_106-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_107-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_108-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_108-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_108-gyro.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_109-accl.csv ADDED
The diff for this file is too large to render. See raw diff
 
P30/meta_data/P30_109-gps.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ Milliseconds,Latitude,Longitude,Altitude,Speed,Speed3D,TS,GpsAccuracy,GpsFix
P30/meta_data/P30_109-gyro.csv ADDED
The diff for this file is too large to render. See raw diff