pedestrianBaselineLBP.sh
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#!/bin/bash
# Right now this is just a simple proof of concept.
if [ $# -lt 1 ]; then
echo 'Usage:'
echo " $0 show: show the results qualitatively on a small subset."
echo " $0 eval: evaluate the results on the full test subset."
exit 1
fi
# Make sure you set your data path. This will likely by your openbr/data directory.
if [ -z "$DATA" ]; then
INRIA_PATH=../data/INRIAPerson
else
INRIA_PATH=$DATA/INRIAPerson
fi
ALG="Open+Cvt(Gray)+BuildScales(Blur(2)+LBP(1,2)+SlidingWindow(Hist(59)+Cat+LDA(isBinary=true),windowWidth=10,takeLargestScale=false,threshold=2),windowWidth=10,takeLargestScale=false,minScale=4)+ConsolidateDetections+Discard"
# Josh's new algorithm (in progress)
# ALG="Open+Cvt(Gray)+Detector(Gradient+Bin(0,360,9,true)+Merge+Integral+IntegralSlidingWindow(RecursiveIntegralSampler(2,2,0,PCA(0.95))+Cat+LDA(0.95,isBinary=true)))"
if [ $1 = 'eval' ]; then
TEST=test.xml
else
TEST=testSmall.xml
fi
br -algorithm "${ALG}" \
-path $INRIA_PATH/img \
-train $INRIA_PATH/sigset/train.xml pedModel \
-enroll $INRIA_PATH/sigset/$TEST pedResults.xml
if [ $1 = 'show' ]; then
br -parallelism 0 -algorithm Open+Draw+Show -path $INRIA_PATH/img -enroll pedResults.xml
elif [ $1 = 'eval' ]; then
br -evalDetection pedResults.xml $INRIA_PATH/sigset/$TEST pedEvalResults.csv \
-plotDetection pedEvalResults.csv pedPlots.pdf
else
echo "$1 is not a valid command. Choose show or eval."
fi