/
Makefile
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/
Makefile
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# -------------------------------------
# configuration
# -------------------------------------
TIDB=$(TINYIMAGES)
DST=$(TINYIMAGES_OUT)
VERBOSE=
#VERBOSE=-v
KNN_IMAGES = data/images/
# -------------------------------------
# executables and scripts
# -------------------------------------
BIN_MEAN=bin/mean.py
BIN_COV=bin/cov.py
BIN_MOSAIC=bin/mosaic.py
BIN_TOY = bin/gen.py
BIN_DB2IMG = bin/db2img.py
BIN_KNN = bin/knn.py
BIN_STD = bin/std.py
SH_KNN = bin/knn.sh
SH_TOYKNNIMAGES = bin/genknnimages.sh
SCRIPT_PCA=octave/pca.m
SCRIPT_MEANVIZ=octave/meanviz.m
SCRIPT_COVVIZ = octave/covviz.m
# -------------------------------------
# generated files
# -------------------------------------
MOSAICFILE=$(DST)/mosaic/mosaic.jpg
MEANFILE=$(DST)/mean/mean.txt
COVFILE=$(DST)/cov/cov.mat
PCAFILE=$(DST)/pca/u.mat
MEANIMG1=$(DST)/mean/mean.png
MEANIMG2=$(DST)/mean/mean_stretched.png
STDFILE = $(DST)/std/std.txt
STDIMG1 = $(DST)/std/std.png
STDIMG2 = $(DST)/std/std_stretched.png
KNN_OUT_RAW = $(DST)/knn/raw
KNN_OUT_RAWSOBEL = $(DST)/knn/raw_sobel
# -------------------------------------
# toy dataset
# -------------------------------------
TOY_DIR = $(DST)/toy
TOY_DATASET = $(TOY_DIR)/imagedb.bin
TOY_TESTSET = $(TOY_DIR)/testdb.bin
TOY_LABELS = $(TOY_DIR)/labels.txt
TOY_TESTLABELS = $(TOY_DIR)/testlabels.txt
TOY_MOSAICFILE = $(TOY_DIR)/mosaic.jpg
TOY_KNNIMAGESOUT = $(TOY_DIR)/images/
TOY_KNNOUT_RAW = $(TOY_DIR)/knn/raw
TOY_KNNOUT_RAWSOBEL = $(TOY_DIR)/knn/raw_sobel
TOY_MEANFILE=$(TOY_DIR)/mean.txt
TOY_MEANIMG1=$(TOY_DIR)/mean.png
TOY_MEANIMG2=$(TOY_DIR)/mean_stretched.png
TOY_COVFILE=$(TOY_DIR)/cov.mat
TOY_COVIMG = $(TOY_DIR)/cov.png
TOY_STDFILE = $(TOY_DIR)/std.txt
TOY_STDIMG1 = $(TOY_DIR)/std.png
TOY_STDIMG2 = $(TOY_DIR)/std_stretched.png
# -------------------------------------
TEST_COV = tests/cov.m
# -----------------------------------------------------------------------------
all: check toy computeknn mosaic mean mean_viz std std_viz cov pca
check:
@if [ -z $(TINYIMAGES) ]; then echo "Please set the TINYIMAGES environment variable"; exit 1; fi
@if [ -z $(TINYIMAGES_OUT) ]; then echo "Please set the TINYIMAGES_OUT environment variable"; exit 1; fi
clean:
rm -rf $(DST)
test: $(TEST_COV) $(TOY_DATASET) $(TOY_COVFILE)
@octave -q $(TEST_COV) $(TOY_DATASET) $(TOY_COVFILE)
#TODO
# make -C tests
# -----------------------------------------------------------------------------
# SECTION FOR TOY DATASET
# -----------------------------------------------------------------------------
toy: check toydataset toymosaic toyknn toymean toystd toycov
toydataset: $(TOY_DATASET) $(TOY_TESTSET)
# we have 5 categories; generate 1.000 images per category
# = 15MB
$(TOY_DATASET): $(BIN_TOY)
@echo "Creating toy dataset ..."
@echo " output: $(TOY_DATASET)"
@echo " output: $(TOY_LABELS)"
@mkdir -p $(TOY_DIR)
@$(BIN_TOY) -n 1000 --seed 1 -o $(TOY_DATASET) -l $(TOY_LABELS)
# we have 5 categories; generate 100 images per category
# = 1.5MB
$(TOY_TESTSET): $(BIN_TOY)
@echo "Creating toy testset ..."
@echo " output: $(TOY_TESTSET)"
@echo " output: $(TOY_TESTLABELS)"
@mkdir -p $(TOY_DIR)
@$(BIN_TOY) -n 100 --seed 2 -o $(TOY_TESTSET) -l $(TOY_TESTLABELS)
toymosaic: $(TOY_MOSAICFILE)
$(TOY_MOSAICFILE): $(TOY_DATASET)
@echo "Creating toy mosaic ..."
@echo " output: $(TOY_MOSAICFILE)"
@echo " input : $(TOY_DATASET)"
@$(BIN_MOSAIC) --db $(TOY_DATASET) --seed 1 -c 20 -k 400 -o $(TOY_MOSAICFILE)
# ---
toyknn: toyknnimages toycomputeknn.rawsobel toycomputeknn.raw
toyknnimages: check $(SH_TOYKNNIMAGES) $(TOY_TESTSET)
@echo "Creating images for knn on toy dataset ..."
@echo " output: $(TOY_KNNIMAGESOUT)"
@echo " input : $(TOY_TESTSET)"
@$(SH_TOYKNNIMAGES) $(BIN_DB2IMG) 20 $(TOY_TESTSET) $(TOY_KNNIMAGESOUT)
toycomputeknn.raw: check $(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TOY_DATASET) toyknnimages
@echo "Computing knn on toy dataset ..."
@echo " output: $(TOY_KNNOUT_RAW)"
@echo " input : $(TOY_KNNIMAGESOUT)"
@echo " input : $(TOY_DATASET)"
@$(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TOY_DATASET) $(TOY_KNNIMAGESOUT) $(TOY_KNNOUT_RAW)
toycomputeknn.rawsobel: check $(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TOY_DATASET) toyknnimages
@echo "Computing knn (sobel on raw) on toy dataset ..."
@echo " output: $(TOY_KNNOUT_RAWSOBEL)"
@echo " input : $(TOY_KNNIMAGESOUT)"
@echo " input : $(TOY_DATASET)"
@$(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TOY_DATASET) $(TOY_KNNIMAGESOUT) $(TOY_KNNOUT_RAWSOBEL) raw,sobel
# ---
toymean: check $(TOY_MEANFILE) toymean_viz
$(TOY_MEANFILE): $(BIN_MEAN) $(TOY_DATASET)
@mkdir -p $(TOY_DIR)
@echo "Computing mean of toy dataset ..."
@echo " output: $(TOY_MEANFILE)"
@echo " input : $(TOY_DATASET)"
@$(BIN_MEAN) --db $(TOY_DATASET) $(VERBOSE) -o $(TOY_MEANFILE)
toymean_viz: check $(TOY_MEANFILE) $(TOY_MEANIMG1) $(TOY_MEANIMG2)
$(TOY_MEANIMG1) $(TOY_MEANIMG2): $(TOY_MEANFILE) $(SCRIPT_MEANVIZ)
@echo "Creating mean image for toy dataset ..."
@echo " output: $(TOY_MEANIMG1)"
@echo " output: $(TOY_MEANIMG2)"
@echo " input : $(TOY_MEANFILE)"
@octave -q $(SCRIPT_MEANVIZ) $(TOY_MEANFILE) $(TOY_MEANIMG1) $(TOY_MEANIMG2)
# ---
toystd: check $(TOY_STDFILE) $(TOY_MEANFILE) toystd_viz
$(TOY_STDFILE): $(BIN_STD) $(TOY_DATASET) $(TOYMEANFILE)
@mkdir -p $(TOY_DIR)
@echo "Computing standard deviation of toy dataset ..."
@echo " output: $(TOY_STDFILE)"
@echo " input : $(TOY_DATASET)"
@echo " input : $(TOY_MEANFILE)"
@$(BIN_STD) --db $(TOY_DATASET) $(VERBOSE) --mean $(TOY_MEANFILE) -o $(TOY_STDFILE)
toystd_viz: check $(TOY_STDFILE) $(TOY_STDIMG1) $(TOY_STDIMG2)
$(TOY_STDIMG1) $(TOY_STDIMG2): $(TOY_STDFILE) $(SCRIPT_MEANVIZ)
@echo "Creating std image for toy dataset ..."
@echo " output: $(TOY_STDIMG1)"
@echo " output: $(TOY_STDIMG2)"
@echo " input : $(TOY_STDFILE)"
@octave -q $(SCRIPT_MEANVIZ) $(TOY_STDFILE) $(TOY_STDIMG1) $(TOY_STDIMG2)
# ---
toycov: check $(TOY_COVFILE) $(BIN_COV) $(TOY_MEANFILE) $(TOY_STDFILE) toycovviz
$(TOY_COVFILE): $(BIN_COV) $(TOY_MEANFILE) $(TOY_STDFILE) $(TOY_DATASET)
@echo "Computing covariance matrix of toy dataset ..."
@echo " output: $(TOY_COVFILE)"
@echo " input : $(TOY_MEANFILE)"
@echo " input : $(TOY_DATASET)"
@echo " input : $(TOY_STDFILE)"
@$(BIN_COV) --db $(TOY_DATASET) $(VERBOSE) --std $(TOY_STDFILE) --mean $(TOY_MEANFILE) -o $(TOY_COVFILE)
toycovviz: $(TOY_COVIMG)
$(TOY_COVIMG): $(TOY_COVFILE) $(SCRIPT_COVVIZ)
@echo "Visualize covariance matrix of toy dataset ..."
@echo " output: $(TOY_COVIMG)"
@echo " input : $(TOY_COVFILE)"
@octave -q $(SCRIPT_COVVIZ) $(TOY_COVFILE) $(TOY_COVIMG)
# -----------------------------------------------------------------------------
computeknn: computeknn.rawsobel computeknn.raw
computeknn.raw: check $(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TIDB)
@echo "Computing knn on tiny images dataset ..."
@echo " output: $(KNN_OUT_RAW)"
@echo " input : $(KNN_IMAGES)"
@$(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TIDB) $(KNN_IMAGES) $(KNN_OUT_RAW)
computeknn.rawsobel: check $(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TIDB)
@echo "Computing knn (sobel on raw) on tiny images dataset ..."
@echo " output: $(KNN_OUT_RAWSOBEL)"
@echo " input : $(KNN_IMAGES)"
@$(SH_KNN) $(BIN_KNN) $(BIN_MOSAIC) $(TIDB) $(KNN_IMAGES) $(KNN_OUT_RAWSOBEL) raw,sobel
# -----------------------------------------------------------------------------
mosaic: check $(MOSAICFILE)
$(MOSAICFILE): $(BIN_MOSAIC) $(TIDB)
@mkdir -p $(DST)/mosaic
@echo "Creating mosaic ..."
@echo " output: $(MOSAICFILE)"
@echo " input : $(TIDB)"
@$(BIN_MOSAIC) --db $(TIDB) -o $(MOSAICFILE) -c 20 --seed 123
# -----------------------------------------------------------------------------
mean: check $(MEANFILE)
$(MEANFILE): $(BIN_MEAN) $(TIDB)
@mkdir -p $(DST)/mean
@echo "Computing mean ..."
@echo " output: $(MEANFILE)"
@echo " input : $(TIDB)"
@$(BIN_MEAN) --db $(TIDB) $(VERBOSE) -o $(MEANFILE)
mean_viz: check $(MEANFILE) $(MEANIMG1) $(MEANIMG2)
$(MEANIMG1) $(MEANIMG2): $(MEANFILE) $(SCRIPT_MEANVIZ)
@echo "Creating mean image ..."
@echo " output: $(MEANIMG1)"
@echo " output: $(MEANIMG2)"
@echo " input : $(MEANFILE)"
@octave -q $(SCRIPT_MEANVIZ) $(MEANFILE) $(MEANIMG1) $(MEANIMG2)
# -----------------------------------------------------------------------------
std: check $(STDFILE) $(MEANFILE)
$(STDFILE): $(BIN_STD) $(TIDB) $(MEANFILE)
@mkdir -p $(DST)/std
@echo "Computing standard deviation ..."
@echo " output: $(STDFILE)"
@echo " input : $(TIDB)"
@echo " input : $(MEANFILE)"
@$(BIN_STD) --db $(TIDB) $(VERBOSE) --mean $(MEANFILE) -o $(STDFILE)
std_viz: check $(STDFILE) $(STDIMG1) $(STDIMG2)
$(STDIMG1) $(STDIMG2): $(STDFILE) $(SCRIPT_MEANVIZ)
@echo "Creating standard deviation image ..."
@echo " output: $(STDIMG1)"
@echo " output: $(STDIMG2)"
@echo " input : $(STDFILE)"
@octave -q $(SCRIPT_MEANVIZ) $(STDFILE) $(STDIMG1) $(STDIMG2)
# -----------------------------------------------------------------------------
cov: check $(COVFILE)
$(COVFILE): $(BIN_COV) $(MEANFILE) $(TIDB) $(STDFILE)
@mkdir -p $(DST)/cov
@echo "Computing covariance matrix ..."
@echo " output: $(COVFILE)"
@echo " input : $(MEANFILE)"
@echo " input : $(STDFILE)"
@echo " input : $(TIDB)"
@$(BIN_COV) --db $(TIDB) $(VERBOSE) --std $(STDFILE) --mean $(MEANFILE) -o $(COVFILE)
# -----------------------------------------------------------------------------
pca: check $(PCAFILE)
$(PCAFILE): $(SCRIPT_PCA) $(COVFILE)
@mkdir -p $(DST)/pca
@echo "Computing PCA ..."
@echo " output: $(PCAFILE)"
@echo " input : $(COVFILE)"
@octave -q $(SCRIPT_PCA) $(COVFILE) $(PCAFILE)
# TODO