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Update README.md
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Update some data format documentation
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Russell Buchanan authored Oct 1, 2020
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Expand Up @@ -45,6 +45,23 @@ Dataset

The generation of `data.hdf5` is specified in `gen_fb_data.py`, which requires interpolated stamped IMU measurement files and time-aligned VIO states files. The user can generate his/her own dataset with a different procedure to obtain the same fields to be used for network training and filter inputs.

## File formats

### Used to generate `data.hdf5`
Timestamps (t) are in miliseconds. Each row corresponds to a single timestamp. All data is delimited by commas.

- `my_timestamps_p.txt` (single file with all timestamps)
- [ t ]
- Note: single column
- `imu_measurements.txt` (Data from IMU)
- [ t, ax_raw, ay_raw, az_raw, wz_raw, wy_raw, wz_raw, ax_calib, ay_calib, az_calib, wz_calib, wy_calib, wz_calib]
- `evolving_state.txt` (Data from VIO)
- [ t, qw, qx, qy, qz, x, y, z, vx, vy, vz]
- `calib_state.txt` (?)
- ?
- `atttitude.txt` (AHRS attitude)
- [ t, qw, qx, qy, qz ]

# Network training and evaluation

## For training or evaluation of one model
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