format update authored by Aakansh Gupta's avatar Aakansh Gupta
......@@ -97,23 +97,19 @@ Data is very bad. Lots of missing/ FP/ FN data. First convert data into windows
Consider missing data as NA to find statistical features.
- [x] {+aka+} {-video_feat1.csv-} statistical features { mean, sd, 5-quantiles } + binary (is_signal_present) features of **raw** attributes in 1-sec windows `420`
- [x] {+aka+} {-video_feat2.csv-} statistical features { mean, sd, 3-quantiles } features of **diff ( )** of attributes in 1-sec windows (diff measures velocity components) `225`
- [x] {+aka+} {-video_feat3.csv-} displacement of center of 2D box
Points = center_2d, br, tl, boxcenter_2d, brb, flt, center_3d, boxcenter_3d
Attributes are coordinates of above points.
- [ ] {+aka+} in {1}-sec windows
- [ ] {+aka+} displacement, direction of displacement of 2D box, 3D box in {1}-sec windows
- [ ] {+aka+} statistical features of **raw** attributes in {2, 3}-sec windows
- [x] {+aka+} {-video_feat1.csv-} statistical features { mean, sd, 5-quantiles } + binary (is_signal_present) features of **raw** attributes in 1-sec windows `423`
- [x] {+aka+} {-video_feat2.csv-} statistical features { mean, sd, 3-quantiles } features of **diff ( )** of attributes in 1-sec windows (diff measures velocity components) `300`
- [x] {+aka+} {-video_feat3.csv-} displacements and directions of all points in 1-sec windows
- [ ] statistical features of **preprocessed** attributes in {1, 2, 3}-sec windows
- [ ] {+guppsy+} Preprocessing = convert to binary 0 ( NA ), 1( not NA )
- [ ] {+guppsy+} Preprocessing = area of 2D box
- [ ] {+guppsy+} Preprocessing = volume of 3D box
- [ ] {+aka+} displacement, direction of displacement of 2D box, 3D box in {2,3}-sec windows
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