3 #########################################################################
4 # This program is free software: you can redistribute it and/or modify #
5 # it under the terms of the version 3 of the GNU General Public License #
6 # as published by the Free Software Foundation. #
8 # This program is distributed in the hope that it will be useful, but #
9 # WITHOUT ANY WARRANTY; without even the implied warranty of #
10 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU #
11 # General Public License for more details. #
13 # You should have received a copy of the GNU General Public License #
14 # along with this program. If not, see <http://www.gnu.org/licenses/>. #
16 # Written by Francois Fleuret, (C) IDIAP #
17 # Contact <francois.fleuret@idiap.ch> for comments & bug reports #
18 #########################################################################
20 MAIN_URL="http://www.idiap.ch/folded-ctf"
28 # Generating the pool file
31 POOL_NAME=${DATA_PATH}/rmk.pool
33 if [[ -d ${DATA_PATH} ]]; then
35 if [[ -f ${POOL_NAME} ]]; then
37 echo "The pool file exists."
41 echo "Can not find the pool file, checking the data integrity."
43 md5sum -c ${DATA_PATH}/list.md5
45 if [[ $? != 0 ]]; then
46 echo "The data set is corrupted. You can download it" >&2
47 echo "from ${MAIN_URL}" >&2
51 echo "Generating the pool file."
53 ./list_to_pool ${DATA_PATH}/full.lst ${DATA_PATH} ${POOL_NAME}.wrk
55 if [[ $? == 0 ]]; then
56 mv ${POOL_NAME}.wrk ${POOL_NAME}
58 \rm ${POOL_NAME}.wrk 2> /dev/null
59 echo "Pool generation failed." >&2
67 echo "Can not find the RateMyKitten images in ${DATA_PATH}. You can" >&2
68 echo "download them from ${MAIN_URL}" >&2
73 # Running the computation per se
77 if [[ ! -d ${RESULT_DIR} ]]; then
81 for SEED in {0..9}; do
83 for MODE in hb h+b; do
85 EXPERIMENT_RESULT_DIR="${RESULT_DIR}/${MODE}-${SEED}"
87 mkdir ${EXPERIMENT_RESULT_DIR} 2> /dev/null
89 if [[ $? == 0 ]]; then
91 OPTS="--random-seed=${SEED} --wanted-true-positive-rate=0.75"
93 if [[ $MODE == "h+b" ]]; then
94 OPTS="${OPTS} --force-head-belly-independence=yes"
97 if [[ $1 == "light" ]]; then
98 OPTS="${OPTS} --nb-classifiers-per-level=1 --nb-weak-learners-per-classifier=10"
99 OPTS="${OPTS} --proportion-for-train=0.1 --proportion-for-validation=0.1 --proportion-for-test=0.1"
104 --pool-name=${POOL_NAME} \
106 --nb-classifiers-per-level=25 --nb-weak-learners-per-classifier=100 \
107 --result-path=${EXPERIMENT_RESULT_DIR} \
108 --detector-name=${EXPERIMENT_RESULT_DIR}/default.det \
114 sequence-test-detector | tee -a ${EXPERIMENT_RESULT_DIR}/stdout
118 echo "${EXPERIMENT_RESULT_DIR} exists, aborting experiment."