def __init__(self):
super(IMIPS, self).__init__(name='IMIPS',
is_detector=True,
is_descriptor=False,
is_both=False,
patch_input=False)
graph, sess = hyperparams.bootstrapFromCheckpoint()
self.forward_passer = hyperparams.getForwardPasser(graph, sess)
def evalImips():
net, sess = hyperparams.bootstrapFromCheckpoint()
fpasser = hyperparams.getForwardPasser(net, sess)
times = []
for pair in eval_set:
t = time.time()
fps = [fpasser(i) for i in pair.im]
times.append(time.time() - t)
print(times[-1])
return times
# imips_open is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# imips_open is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with imips_open. If not, see <http:#www.gnu.org/licenses/>.
import imips.evaluate as evaluate
import imips.flags as flags
import imips.hyperparams as hyperparams
import imips.system as system
FLAGS = flags.FLAGS
if __name__ == '__main__':
print(hyperparams.methodEvalString())
eval_pairs = hyperparams.getEvalSet()
graph, sess = hyperparams.bootstrapFromCheckpoint()
forward_passer = hyperparams.getForwardPasser(graph, sess)
for pair in eval_pairs:
fps = [forward_passer(im) for im in pair.im]
fps = system.unifyForwardPasses(fps)
evaluate.renderMatching(pair, fps)