Python BeliefState.block_out_action Examples

Example #1

class TestBeliefState(object):
  def setup(self):
    d = Dataset('test_pascal_trainval',force=True)
    d2 = Dataset('test_pascal_test',force=True)
    config = {'detectors': ['csc_default']}
    self.dp = DatasetPolicy(d,d2,**config)
    self.bs = BeliefState(d,self.dp.actions)

  def test_featurization(self):
    ff = self.bs.compute_full_feature()
    np.set_printoptions(precision=2)
    print self.bs.block_out_action(ff,-1)
    print self.bs.block_out_action(ff,0)
    print self.bs.block_out_action(ff,3)

Example #2

class TestBeliefState(object):
    def setup(self):
        d = Dataset('test_pascal_trainval', force=True)
        d2 = Dataset('test_pascal_test', force=True)
        config = {'detectors': ['csc_default']}
        self.dp = DatasetPolicy(d, d2, **config)
        self.bs = BeliefState(d, self.dp.actions)

    def test_featurization(self):
        ff = self.bs.compute_full_feature()
        np.set_printoptions(precision=2)
        print self.bs.block_out_action(ff, -1)
        print self.bs.block_out_action(ff, 0)
        print self.bs.block_out_action(ff, 3)