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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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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