def test_infer_cell7(self):
# Cell doesn't overlap with any boxes.
cell = Box.make_square(10, 10, 1)
ioa_thresh = 0.5
use_intersection_over_cell = True
background_class_id = None
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, None)
def test_infer_cell2(self):
# More of box 2 is in cell.
cell = Box.make_square(1, 1, 3)
ioa_thresh = 0.5
use_intersection_over_cell = False
background_class_id = None
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, self.class_id2)
def test_infer_cell6(self):
# No boxes overlap enough, use background_class_id
cell = Box.make_square(0, 0, 10)
ioa_thresh = 0.5
use_intersection_over_cell = True
background_class_id = self.background_class_id
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, self.background_class_id)
def test_infer_cell3(self):
# Only box 2 is in cell, but IOA isn't high enough.
cell = Box.make_square(3, 3, 3)
ioa_thresh = 0.5
use_intersection_over_cell = False
background_class_id = None
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, None)
def test_infer_cell8(self):
# box2 overlaps more than box1, but using pick_min_class_id, so
# picks box1.
cell = Box.make_square(1, 1, 3)
ioa_thresh = 0.5
use_intersection_over_cell = False
background_class_id = None
pick_min_class_id = True
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, self.class_id2)
def test_infer_cell5(self):
# More of box1 in cell, using intersection_over_cell with the
# IOA high enough.
cell = Box.make_square(0, 0, 3)
ioa_thresh = 0.4
use_intersection_over_cell = True
background_class_id = None
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, self.class_id1)
def test_infer_cell4(self):
# Both boxes inside cell, but using intersection_over_cell,
# the IOA isn't high enough.
cell = Box.make_square(0, 0, 10)
ioa_thresh = 0.5
use_intersection_over_cell = True
background_class_id = None
pick_min_class_id = False
class_id = infer_cell(cell, self.str_tree, ioa_thresh,
use_intersection_over_cell, background_class_id,
pick_min_class_id)
self.assertEqual(class_id, None)