Files in Vitlik/DA2-17
Image Recognition
.Rbuildignore
.gitignore
DA2-17.Rproj
DA2.xmind
DESCRIPTION
LICENSE
NAMESPACE
R/ann.R
R/cnn.R
R/feature.R
R/main.R
R/preprocessing.R
R/randomForest.R
R/svm.R
R/util.R
README.md
data-raw/ClassificationList.xltm
data-raw/IMG/.gitignore
data-raw/IMG/CS CZ eighth/normal/Vit/hl 2017-06-14 18-05-42-48.png
data-raw/IMG/CS CZ halved/normal/Vit/hl 2017-06-14 18-05-42-48.png
data-raw/IMG/CS CZ original/normal/hl 2017-06-14 18-05-42-48.png
data-raw/IMG/CS CZ quarter/normal/Vit/hl 2017-06-14 18-05-42-48.png
data-raw/classes_eighth_size/ClassificationList-Colin.csv
data-raw/classes_eighth_size/ClassificationList-Colin.xlsm
data-raw/classes_eighth_size/ClassificationList-Maren.csv
data-raw/classes_eighth_size/ClassificationList-Maren.xlsm
data-raw/classes_eighth_size/ClassificationList-Nils.csv
data-raw/classes_eighth_size/ClassificationList-Nils.xlsm
data-raw/classes_eighth_size/ClassificationList-Nils2.csv
data-raw/classes_eighth_size/ClassificationList-Nils2.xlsm
data-raw/classes_eighth_size/ClassificationList-Sascha.csv
data-raw/classes_eighth_size/ClassificationList-Sascha.xlsm
data-raw/classes_eighth_size/ClassificationList-Tac.csv
data-raw/classes_eighth_size/ClassificationList-Tac.xlsm
data-raw/classes_eighth_size/ClassificationList-Vit.csv
data-raw/classes_eighth_size/ClassificationList-Vit.xlsm
data-raw/classes_full_size/ClassificationList-Colin.csv
data-raw/classes_full_size/ClassificationList-Colin.xlsm
data-raw/classes_full_size/ClassificationList-Maren.csv
data-raw/classes_full_size/ClassificationList-Maren.xlsm
data-raw/classes_full_size/ClassificationList-Nils.CSV
data-raw/classes_full_size/ClassificationList-Nils.xlsm
data-raw/classes_full_size/ClassificationList-Nils2.CSV
data-raw/classes_full_size/ClassificationList-Nils2.xlsm
data-raw/classes_full_size/ClassificationList-Sascha.csv
data-raw/classes_full_size/ClassificationList-Sascha.xlsm
data-raw/classes_full_size/ClassificationList-Tac.csv
data-raw/classes_full_size/ClassificationList-Tac.xlsm
data-raw/classes_full_size/ClassificationList-Vit.csv
data-raw/classes_full_size/ClassificationList-Vit.xlsm
data/.gitignore
data/Archiv/hog_eighth_10_6_Colin.Rda
data/Archiv/hog_eighth_10_6_Maren.Rda
data/Archiv/hog_eighth_10_6_Nils.Rda
data/Archiv/hog_eighth_10_6_Nils2.Rda
data/Archiv/hog_eighth_10_6_Sascha.Rda
data/Archiv/hog_eighth_10_6_Tac.Rda
data/Archiv/hog_eighth_10_6_Vit.Rda
data/Archiv/hog_eighth_12_9_Colin.Rda
data/Archiv/hog_eighth_12_9_Maren.Rda
data/Archiv/hog_eighth_12_9_Nils.Rda
data/Archiv/hog_eighth_12_9_Nils2.Rda
data/Archiv/hog_eighth_12_9_Sascha.Rda
data/Archiv/hog_eighth_12_9_Tac.Rda
data/Archiv/hog_eighth_12_9_Vit.Rda
data/Archiv/hog_eighth_15_6_Colin.Rda
data/Archiv/hog_eighth_15_6_Maren.Rda
data/Archiv/hog_eighth_15_6_Nils.Rda
data/Archiv/hog_eighth_15_6_Nils2.Rda
data/Archiv/hog_eighth_15_6_Sascha.Rda
data/Archiv/hog_eighth_15_6_Tac.Rda
data/Archiv/hog_eighth_15_6_Vit.Rda
data/Archiv/hog_eighth_4_9_Colin.Rda
data/Archiv/hog_eighth_4_9_Maren.Rda
data/Archiv/hog_eighth_4_9_Nils.Rda
data/Archiv/hog_eighth_4_9_Nils2.Rda
data/Archiv/hog_eighth_4_9_Sascha.Rda
data/Archiv/hog_eighth_4_9_Tac.Rda
data/Archiv/hog_eighth_4_9_Vit.Rda
data/Archiv/hog_eighth_5_6_Colin.Rda
data/Archiv/hog_eighth_5_6_Maren.Rda
data/Archiv/hog_eighth_5_6_Nils.Rda
data/Archiv/hog_eighth_5_6_Nils2.Rda
data/Archiv/hog_eighth_5_6_Sascha.Rda
data/Archiv/hog_eighth_5_6_Tac.Rda
data/Archiv/hog_eighth_5_6_Vit.Rda
data/Archiv/hog_eighth_8_9_Colin.Rda
data/Archiv/hog_eighth_8_9_Maren.Rda
data/Archiv/hog_eighth_8_9_Nils.Rda
data/Archiv/hog_eighth_8_9_Nils2.Rda
data/Archiv/hog_eighth_8_9_Sascha.Rda
data/Archiv/hog_eighth_8_9_Tac.Rda
data/Archiv/hog_eighth_8_9_Vit.Rda
data/Archiv/hog_original_10_6_Colin.Rda
data/Archiv/hog_original_10_6_Maren.Rda
data/Archiv/hog_original_10_6_Nils.Rda
data/Archiv/hog_original_10_6_Nils2.Rda
data/Archiv/hog_original_10_6_Sascha.Rda
data/Archiv/hog_original_10_6_Tac.Rda
data/Archiv/hog_original_10_6_Vit.Rda
data/Archiv/hog_original_12_9_Colin.Rda
data/Archiv/hog_original_12_9_Maren.Rda
data/Archiv/hog_original_12_9_Nils.Rda
data/Archiv/hog_original_12_9_Nils2.Rda
data/Archiv/hog_original_12_9_Sascha.Rda
data/Archiv/hog_original_12_9_Tac.Rda
data/Archiv/hog_original_12_9_Vit.Rda
data/Archiv/hog_original_15_6_Colin.Rda
data/Archiv/hog_original_15_6_Maren.Rda
data/Archiv/hog_original_15_6_Nils.Rda
data/Archiv/hog_original_15_6_Nils2.Rda
data/Archiv/hog_original_15_6_Sascha.Rda
data/Archiv/hog_original_15_6_Tac.Rda
data/Archiv/hog_original_15_6_Vit.Rda
data/Archiv/hog_original_4_9_Colin.Rda
data/Archiv/hog_original_4_9_Maren.Rda
data/Archiv/hog_original_4_9_Nils.Rda
data/Archiv/hog_original_4_9_Nils2.Rda
data/Archiv/hog_original_4_9_Sascha.Rda
data/Archiv/hog_original_4_9_Tac.Rda
data/Archiv/hog_original_4_9_Vit.Rda
data/Archiv/hog_original_5_6_Colin.Rda
data/Archiv/hog_original_5_6_Maren.Rda
data/Archiv/hog_original_5_6_Nils.Rda
data/Archiv/hog_original_5_6_Nils2.Rda
data/Archiv/hog_original_5_6_Sascha.Rda
data/Archiv/hog_original_5_6_Tac.Rda
data/Archiv/hog_original_5_6_Vit.Rda
data/Archiv/hog_original_8_9_Colin.Rda
data/Archiv/hog_original_8_9_Maren.Rda
data/Archiv/hog_original_8_9_Nils.Rda
data/Archiv/hog_original_8_9_Nils2.Rda
data/Archiv/hog_original_8_9_Sascha.Rda
data/Archiv/hog_original_8_9_Tac.Rda
data/Archiv/hog_original_8_9_Vit.Rda
data/blocks1785IMG.rda
data/blocks2677IMG.rda
data/blocks892IMG.rda
data/classesEights.rda
data/classesOrig.rda
data/colorHistEighth16Buckets.rda
data/colorHistEighth255Buckets.rda
data/colorHistEighthRGBNorm16Buckets.rda
data/colorHistEighthRGBNorm255Buckets.rda
data/colorHistHalved16Buckets.rda
data/colorHistHalved255Buckets.rda
data/colorHistOriginal16Buckets.rda
data/colorHistOriginal255Buckets.rda
data/colorHistOriginalEqual16Buckets.rda
data/colorHistOriginalEqual255Buckets.rda
data/colorHistOriginalEqualRGBNorm16Buckets.rda
data/colorHistOriginalRGBNorm16Buckets.rda
data/colorHistOriginalRGBNorm255Buckets.rda
data/colorHistQuarter16Buckets.rda
data/colorHistQuarter255Buckets.rda
data/hog_16.rda
data/hog_9.rda
data/hog_eighth_10_6_complete.Rda
data/hog_eighth_12_9_complete.Rda
data/hog_eighth_15_6_complete.Rda
data/hog_eighth_4_9_complete.Rda
data/hog_eighth_5_6_complete.Rda
data/hog_eighth_8_9_complete.Rda
data/hog_original_10_6_complete.Rda
data/hog_original_12_9_complete.Rda
data/hog_original_15_6_complete.Rda
data/hog_original_4_9_complete.Rda
data/hog_original_5_6_complete.Rda
data/hog_original_8_9_complete.Rda
data/pixelFeatureMatrix28Squared.rda
data/pixelFeatureMatrixEighths.rda
man/a.a.main.Rd
man/a.b.main.image.recognition.Rd
man/b.a.preprocessing.start.Rd
man/b.b.createTrainTestDataIndexes.Rd
man/b.c.loadClassData.Rd
man/b.d.normalization.start.Rd
man/b.d.rgbNorm.Rd
man/b.e.transformGrayscale.Rd
man/b.f.transformHistEqualRgb.Rd
man/b.g.transformHistEqualGray.Rd
man/b.h.displayImageHist.Rd
man/b.i.randAssignAccuracy.Rd
man/b.j.assignSimpelAccuracy.Rd
man/b.k.rgbNorm.Rd
man/c.a.feature.start.Rd
man/c.b.colorHist.Rd
man/c.c.colorHistPlotting.Rd
man/c.d.hog.Rd
man/c.e.displayHogFeature.Rd
man/c.f.plotHogCellVectors.Rd
man/c.g.getPixelInfo.Rd
man/d.a.randomForest.start.Rd
man/d.b.step1.Rd
man/d.c.step2.Rd
man/d.d.evaluation.Rd
man/d.e.plotImportanceColorHist.Rd
man/e.a.ann.start.Rd
man/e.b.ann.step1.Rd
man/f.a.cnn.start.Rd
man/f.b.cnn.step1.Rd
man/f.c.cnn.step2.Rd
man/g.a.svm.start.Rd
man/g.b.step1.Rd
man/g.c.step2.Rd
man/tmp
man/z.a.util.gen.summary.Rd
man/z.b.util.diff.Rd
man/z.c.boxcox.Rd
man/z.d.loglik.Rd
man/z.e.RGBAtoRGB.Rd
man/z.f.displayRgbImage.Rd
man/z.g.readImage.Rd
man/z.z.util.set.environment.Rd
plots/RandomForestAverageMeanDecreaseAccuracyColorHistogram.png.png
plots/RandomForestAverageMeanDecreaseGiniColorHistogram.png.png
plots/colorHistOriginal16Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginal16Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginal16Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginal255Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginal255Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginal255Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual16Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual16Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual16Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual255Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual255Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqual255Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqualRGBNorm16Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqualRGBNorm16Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalEqualRGBNorm16Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm16Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm16Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm16Buckets_red for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm255Buckets_blue for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm255Buckets_green for hl 2017-06-14 18-06-49-48.png.png
plots/colorHistOriginalRGBNorm255Buckets_red for hl 2017-06-14 18-06-49-48.png.png
