def test_image_resize_to_fixed_size(test_case):
image_files, _ = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=(224, 224),
keep_aspect_ratio=False,
# print_debug_info=True,
)
def test_image_resize_to_fixed_size_with_dtype_uint8(test_case):
(image_files, _) = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=(1000, 1000),
keep_aspect_ratio=False,
dtype=flow.uint8,
)
def test_image_resize_longer_to_target_size(test_case):
(image_files, _) = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=1000,
keep_aspect_ratio=True,
resize_side="longer",
)
def test_image_resize_shorter_to_target_size(test_case):
image_files, _ = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=800,
keep_aspect_ratio=True,
resize_side="shorter",
# print_debug_info=True,
)
def test_image_resize_uint8_to_float(test_case):
image_files, _ = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=(1000, 1000),
keep_aspect_ratio=False,
dtype=flow.float32,
origin_dtype=flow.uint8,
# print_debug_info=True,
)
def test_image_reisze_shorter_to_target_size_with_max_size_with_dtype_uint8(
test_case,
):
(image_files, _) = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case,
image_files,
target_size=1000,
max_size=1600,
keep_aspect_ratio=True,
resize_side="shorter",
dtype=flow.uint8,
)
def test_image_resize_to_fixed_size(test_case):
(image_files, _) = image_test_util.random_sample_images_from_coco()
_test_image_resize_with_cv(
test_case, image_files, target_size=(224, 224), keep_aspect_ratio=False
)
