Files
fast-depth-tf/unsupervised/warp_tests.py
2021-08-08 22:11:50 +09:30

45 lines
1.4 KiB
Python

import unittest
import numpy as np
import tensorflow as tf
import warp
class MyTestCase(unittest.TestCase):
def test_euler_to_rotation_matrix(self):
# quarter rotation in every
x, y, z = tf.expand_dims(tf.expand_dims(tf.constant(np.pi / 2), 0), 0)
# TODO: Construct expected final rotation matrix, just 3x3 using numpy, so that we can do an
# elementwise comparison later. Probably also want to check the
rotation_matrices = warp.euler_to_rotation_matrix(x, y, z)
self.assertEqual(rotation_matrices.shape, [1, 3, 3])
rot_mat = rotation_matrices[0]
# TODO: Element-wise checks...
def test_coordinates(self):
height = 1000
width = 2000
coords = warp.image_coordinate(8, height, width)
self.assertEqual(coords.shape, [8, height, width, 3])
self.assertEqual(coords[0, 0, 0, 0], 0)
self.assertEqual(coords[0, 0, 0, 1], 0)
self.assertEqual(coords[0, 0, 0, 2], 1)
self.assertEqual(coords[0, height - 1, 0, 0], 0)
self.assertEqual(coords[0, height - 1, 0, 1], height - 1)
self.assertEqual(coords[0, height - 1, 0, 2], 1)
self.assertEqual(coords[0, height - 1, width - 1, 0], width - 1)
self.assertEqual(coords[0, height - 1, width - 1, 1], height - 1)
self.assertEqual(coords[0, height - 1, width - 1, 2], 1)
if __name__ == '__main__':
unittest.main()