Mercurial Hosting > traffic-intelligence
diff classifier.cfg @ 812:21f10332c72b
moved the classification parameters from tracking.cfg to a new classifier.cfg and made all classification parameters apparent
author | Nicolas Saunier <nicolas.saunier@polymtl.ca> |
---|---|
date | Fri, 10 Jun 2016 17:07:36 -0400 |
parents | |
children | 33d296984dd8 |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/classifier.cfg Fri Jun 10 17:07:36 2016 -0400 @@ -0,0 +1,37 @@ +# filename of the general ped/cyc/veh SVM classifier +pbv-svm-filename = modelPBV.xml +# filename of the cyc/veh SVM classifier +bv-svm-filename = modelBV.xml +# percent increase of the max of width and height of the bounding box of features extracted for classification +percent-increase-crop = 0.2 +# min number of pixels in cropped image to classify by SVM +min-npixels-crop = 800 +# square size to resize image crops for HoG computation +hog-rescale-size = 64 +# number of HoG orientation +hog-norientations = 9 +# number of pixels per cell for HoG computation +hog-npixels-cell = 8 +# number of cells per block for HoG computation +hog-ncells-block = 2 +# method to aggregate road user speed +speed-aggregation-method = median +# number of frames to ignore at both ends of a series (noisy) +nframes-ignore-at-ends = 2 +# quantile for the speed aggregation, if quantile is chosen +speed-aggregation-quantile = 50 +# speed value below which all classes are equiprobable (distributions give odd values there) (km/h) +min-speed-equiprobable = 3.33 +# maximum pedestrian speed (agregate: mean, median, 85th centile, etc.) 10 km/h +max-ped-speed = 10.0 +# maximum cyclist speed (agregate: mean, median, 85th centile, etc.) 30 km/h (3xped) +max-cyc-speed = 30.0 +# mean pedestrian speed and standard deviation (in a normal distribution) 4.91+-0.88 km/h +mean-ped-speed = 4.91 +std-ped-speed = 0.88 +# mean cyclist speed and standard deviation (in a log-normal distribution) 11.+-4.83 km/h +cyc-speed-loc = 2.31 +cyc-speed-scale = 0.42 +# mean vehicle speed and standard deviation (in a normal distribution) 18.45+-7.6 km/h +mean-veh-speed = 18.45 +std-veh-speed = 7.6