Changes between Version 31 and Version 32 of Other/Summer/2025/LLM-Based
- Timestamp:
- Jul 24, 2025, 2:34:36 PM (3 days ago)
Legend:
- Unmodified
- Added
- Removed
- Modified
-
Other/Summer/2025/LLM-Based
v31 v32 1 1 2 ====== LLM-Based VR Activity Recognition ====== 2 3 … … 56 57 - Measures angular velocity around 3 axes: pitch, roll, and yaw 57 58 59 Additionally, we tried graphing one of our experimental trials in a 3d graph. 58 60 61 [[Image(3d-head-spin-graph.png, height=350, width=700)]] 62 63 Drifting was a major issue when graphing and we still haven't fully fixed it. 59 64 === Week 5: [[https://docs.google.com/presentation/d/1e0RMR1sGx5zReXR4hQsTyly3uDP29hHNLIj4iPaGZzA/edit?slide=id.g36334886556_0_343#slide=id.g36334886556_0_343|Slides]] 60 65 … … 66 71 - Stand up 67 72 - Walk 68 [[Image(stand.gif, width=250, height=400)]][[Image(walk.gif, width=250, height=400)]][[Image(nod.gif, width=250, height=400)]][[Image(turnright.gif, width=250, height=400)]][[Image(turnleft.gif, width=250, height=400)]] 73 [[Image(stand.gif, width=250, height=400)]][[Image(walk.gif, width=250, height=400)]][[Image(nod.gif, width=250, height=400)]] 74 [[Image(turnright.gif, width=250, height=400)]][[Image(turnleft.gif, width=250, height=400)]] 69 75 ---- 70 76 71 The data we collected all had a 2-second interval with faulty and incomplete data. We were unable to determine what caused this error, but every sample had this error. All data after this 2-second interval was accurate, so we decided to trim out the 2 seconds of faulty data and only take the last 5000 (effectively 5 seconds) samples. After that, we used the movmean function in MATLAB to smooth out the data.77 The data we collected all had a 2-second interval with faulty and incomplete data. We were unable to determine what caused this error, but every sample had this error. All data after this 2-second interval was accurate, so we decided to trim out the 2 seconds of faulty data and only take the last 5000 (effectively 5 seconds) samples. 72 78 73 Before segmentation:79 Before 74 80 75 81 [[Image(Screenshot 2025-07-23 105427.png, width=500, height=250)]] … … 79 85 [[Image(Screenshot 2025-07-23 103349.png, width=500, height=127)]] 80 86 81 After segmentation: 87 ---- 88 After 82 89 83 90 [[Image(Screenshot 2025-07-23 110334.png, width=500, height=250)]] 84 85 After segmentation and smoothing:86 87 [[Image(Screenshot 2025-07-24 102937.png, width=500, height=250)]]88 89 91 90 92 Questions or contributions? Please contact us.
