Optic-flow-CNNs-15x15
Collection
Optic flow datasets created and accuracy optimized CNNs and MLPs trained for our paper Layton & Steinmetz (2024). Frontiers in Neuroscience.
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12 items
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Updated
obs_rot_az
float64 -168.75
180
| obs_rot_el
float64 -90
90
| obs_rot_rate
int64 5
5
| obs_rot_x
float64 -1
1
| obs_rot_y
float64 -1
1
| obs_rot_z
float64 -1
1
|
|---|---|---|---|---|---|
-168.75
| -78.75
| 5
| -0.03806
| -0.980785
| -0.191342
|
-157.5
| -78.75
| 5
| -0.074658
| -0.980785
| -0.18024
|
-146.25
| -78.75
| 5
| -0.108386
| -0.980785
| -0.162212
|
-135
| -78.75
| 5
| -0.13795
| -0.980785
| -0.13795
|
-123.75
| -78.75
| 5
| -0.162212
| -0.980785
| -0.108386
|
-112.5
| -78.75
| 5
| -0.18024
| -0.980785
| -0.074658
|
-101.25
| -78.75
| 5
| -0.191342
| -0.980785
| -0.03806
|
-90
| -78.75
| 5
| -0.19509
| -0.980785
| 0
|
-78.75
| -78.75
| 5
| -0.191342
| -0.980785
| 0.03806
|
-67.5
| -78.75
| 5
| -0.18024
| -0.980785
| 0.074658
|
-56.25
| -78.75
| 5
| -0.162212
| -0.980785
| 0.108386
|
-45
| -78.75
| 5
| -0.13795
| -0.980785
| 0.13795
|
-33.75
| -78.75
| 5
| -0.108386
| -0.980785
| 0.162212
|
-22.5
| -78.75
| 5
| -0.074658
| -0.980785
| 0.18024
|
-11.25
| -78.75
| 5
| -0.03806
| -0.980785
| 0.191342
|
0
| -78.75
| 5
| 0
| -0.980785
| 0.19509
|
11.25
| -78.75
| 5
| 0.03806
| -0.980785
| 0.191342
|
22.5
| -78.75
| 5
| 0.074658
| -0.980785
| 0.18024
|
33.75
| -78.75
| 5
| 0.108386
| -0.980785
| 0.162212
|
45
| -78.75
| 5
| 0.13795
| -0.980785
| 0.13795
|
56.25
| -78.75
| 5
| 0.162212
| -0.980785
| 0.108386
|
67.5
| -78.75
| 5
| 0.18024
| -0.980785
| 0.074658
|
78.75
| -78.75
| 5
| 0.191342
| -0.980785
| 0.03806
|
90
| -78.75
| 5
| 0.19509
| -0.980785
| 0
|
101.25
| -78.75
| 5
| 0.191342
| -0.980785
| -0.03806
|
112.5
| -78.75
| 5
| 0.18024
| -0.980785
| -0.074658
|
123.75
| -78.75
| 5
| 0.162212
| -0.980785
| -0.108386
|
135
| -78.75
| 5
| 0.13795
| -0.980785
| -0.13795
|
146.25
| -78.75
| 5
| 0.108386
| -0.980785
| -0.162212
|
157.5
| -78.75
| 5
| 0.074658
| -0.980785
| -0.18024
|
168.75
| -78.75
| 5
| 0.03806
| -0.980785
| -0.191342
|
180
| -78.75
| 5
| 0
| -0.980785
| -0.19509
|
-168.75
| -67.5
| 5
| -0.074658
| -0.92388
| -0.37533
|
-157.5
| -67.5
| 5
| -0.146447
| -0.92388
| -0.353553
|
-146.25
| -67.5
| 5
| -0.212608
| -0.92388
| -0.31819
|
-135
| -67.5
| 5
| -0.270598
| -0.92388
| -0.270598
|
-123.75
| -67.5
| 5
| -0.31819
| -0.92388
| -0.212608
|
-112.5
| -67.5
| 5
| -0.353553
| -0.92388
| -0.146447
|
-101.25
| -67.5
| 5
| -0.37533
| -0.92388
| -0.074658
|
-90
| -67.5
| 5
| -0.382683
| -0.92388
| 0
|
-78.75
| -67.5
| 5
| -0.37533
| -0.92388
| 0.074658
|
-67.5
| -67.5
| 5
| -0.353553
| -0.92388
| 0.146447
|
-56.25
| -67.5
| 5
| -0.31819
| -0.92388
| 0.212608
|
-45
| -67.5
| 5
| -0.270598
| -0.92388
| 0.270598
|
-33.75
| -67.5
| 5
| -0.212608
| -0.92388
| 0.31819
|
-22.5
| -67.5
| 5
| -0.146447
| -0.92388
| 0.353553
|
-11.25
| -67.5
| 5
| -0.074658
| -0.92388
| 0.37533
|
0
| -67.5
| 5
| 0
| -0.92388
| 0.382683
|
11.25
| -67.5
| 5
| 0.074658
| -0.92388
| 0.37533
|
22.5
| -67.5
| 5
| 0.146447
| -0.92388
| 0.353553
|
33.75
| -67.5
| 5
| 0.212608
| -0.92388
| 0.31819
|
45
| -67.5
| 5
| 0.270598
| -0.92388
| 0.270598
|
56.25
| -67.5
| 5
| 0.31819
| -0.92388
| 0.212608
|
67.5
| -67.5
| 5
| 0.353553
| -0.92388
| 0.146447
|
78.75
| -67.5
| 5
| 0.37533
| -0.92388
| 0.074658
|
90
| -67.5
| 5
| 0.382683
| -0.92388
| 0
|
101.25
| -67.5
| 5
| 0.37533
| -0.92388
| -0.074658
|
112.5
| -67.5
| 5
| 0.353553
| -0.92388
| -0.146447
|
123.75
| -67.5
| 5
| 0.31819
| -0.92388
| -0.212608
|
135
| -67.5
| 5
| 0.270598
| -0.92388
| -0.270598
|
146.25
| -67.5
| 5
| 0.212608
| -0.92388
| -0.31819
|
157.5
| -67.5
| 5
| 0.146447
| -0.92388
| -0.353553
|
168.75
| -67.5
| 5
| 0.074658
| -0.92388
| -0.37533
|
180
| -67.5
| 5
| 0
| -0.92388
| -0.382683
|
-168.75
| -56.25
| 5
| -0.108386
| -0.83147
| -0.544895
|
-157.5
| -56.25
| 5
| -0.212608
| -0.83147
| -0.51328
|
-146.25
| -56.25
| 5
| -0.308658
| -0.83147
| -0.46194
|
-135
| -56.25
| 5
| -0.392847
| -0.83147
| -0.392847
|
-123.75
| -56.25
| 5
| -0.46194
| -0.83147
| -0.308658
|
-112.5
| -56.25
| 5
| -0.51328
| -0.83147
| -0.212608
|
-101.25
| -56.25
| 5
| -0.544895
| -0.83147
| -0.108386
|
-90
| -56.25
| 5
| -0.55557
| -0.83147
| 0
|
-78.75
| -56.25
| 5
| -0.544895
| -0.83147
| 0.108386
|
-67.5
| -56.25
| 5
| -0.51328
| -0.83147
| 0.212608
|
-56.25
| -56.25
| 5
| -0.46194
| -0.83147
| 0.308658
|
-45
| -56.25
| 5
| -0.392847
| -0.83147
| 0.392847
|
-33.75
| -56.25
| 5
| -0.308658
| -0.83147
| 0.46194
|
-22.5
| -56.25
| 5
| -0.212608
| -0.83147
| 0.51328
|
-11.25
| -56.25
| 5
| -0.108386
| -0.83147
| 0.544895
|
0
| -56.25
| 5
| 0
| -0.83147
| 0.55557
|
11.25
| -56.25
| 5
| 0.108386
| -0.83147
| 0.544895
|
22.5
| -56.25
| 5
| 0.212608
| -0.83147
| 0.51328
|
33.75
| -56.25
| 5
| 0.308658
| -0.83147
| 0.46194
|
45
| -56.25
| 5
| 0.392847
| -0.83147
| 0.392847
|
56.25
| -56.25
| 5
| 0.46194
| -0.83147
| 0.308658
|
67.5
| -56.25
| 5
| 0.51328
| -0.83147
| 0.212608
|
78.75
| -56.25
| 5
| 0.544895
| -0.83147
| 0.108386
|
90
| -56.25
| 5
| 0.55557
| -0.83147
| 0
|
101.25
| -56.25
| 5
| 0.544895
| -0.83147
| -0.108386
|
112.5
| -56.25
| 5
| 0.51328
| -0.83147
| -0.212608
|
123.75
| -56.25
| 5
| 0.46194
| -0.83147
| -0.308658
|
135
| -56.25
| 5
| 0.392847
| -0.83147
| -0.392847
|
146.25
| -56.25
| 5
| 0.308658
| -0.83147
| -0.46194
|
157.5
| -56.25
| 5
| 0.212608
| -0.83147
| -0.51328
|
168.75
| -56.25
| 5
| 0.108386
| -0.83147
| -0.544895
|
180
| -56.25
| 5
| 0
| -0.83147
| -0.55557
|
-168.75
| -45
| 5
| -0.13795
| -0.707107
| -0.69352
|
-157.5
| -45
| 5
| -0.270598
| -0.707107
| -0.653281
|
-146.25
| -45
| 5
| -0.392847
| -0.707107
| -0.587938
|
-135
| -45
| 5
| -0.5
| -0.707107
| -0.5
|
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