def test_input(self):
pad = PadIfNeeded(image_in='x')
output = pad.forward(data=self.single_input, state={})
with self.subTest('Check output type'):
self.assertEqual(type(output), list)
with self.subTest('Check output image shape'):
self.assertEqual(output[0].shape, self.single_output_shape)
def test_input_image_and_mask(self):
pad = PadIfNeeded(image_in='x', mask_in='x_mask')
output = pad.forward(data=self.input_image_and_mask, state={})
with self.subTest('Check output type'):
self.assertEqual(type(output), list)
with self.subTest('Check output image shape'):
self.assertEqual(output[0].shape, self.image_and_mask_output_shape)
with self.subTest('Check output mask shape'):
self.assertEqual(output[1].shape, self.image_and_mask_output_shape)