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| /**
| * @license
| * Copyright 2021 Google LLC. All Rights Reserved.
| * Licensed under the Apache License, Version 2.0 (the "License");
| * you may not use this file except in compliance with the License.
| * You may obtain a copy of the License at
| *
| * http://www.apache.org/licenses/LICENSE-2.0
| *
| * Unless required by applicable law or agreed to in writing, software
| * distributed under the License is distributed on an "AS IS" BASIS,
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
| * See the License for the specific language governing permissions and
| * limitations under the License.
| * =============================================================================
| */
| import * as tf from '../../index';
| import { ALL_ENVS, describeWithFlags } from '../../jasmine_util';
| import { expectArraysClose } from '../../test_util';
| describeWithFlags('image.transform', ALL_ENVS, () => {
| it('extreme projective transform.', async () => {
| const images = tf.tensor4d([1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1], [1, 4, 4, 1]);
| const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform, 'nearest', 'constant', 0).toInt();
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0];
| expectArraysClose(transformedImagesData, expected);
| });
| it('static output shape.', async () => {
| const images = tf.tensor4d([1, 2, 3, 4], [1, 2, 2, 1]);
| const transform = tf.randomUniform([1, 8], -1, 1);
| const transformedImages = tf.image.transform(images, transform, 'nearest', 'constant', 0, [3, 5]);
| expectArraysClose(transformedImages.shape, [1, 3, 5, 1]);
| });
| it('fill=constant, interpolation=nearest.', async () => {
| const images = tf.tensor4d([1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);
| const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform);
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0];
| expectArraysClose(transformedImagesData, expected);
| });
| it('fill=constant, interpolation=bilinear.', async () => {
| const images = tf.tensor4d([1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);
| const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform, 'bilinear');
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 1, 1, 0, 0, 0.5, 0.5, 0, 0, 0, 0, 0, 0, 0, 0];
| expectArraysClose(transformedImagesData, expected);
| });
| it('fill=reflect, interpolation=bilinear.', async () => {
| const images = tf.tensor4d([1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);
| const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform, 'bilinear', 'reflect');
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 1, 1, 0.5, 0.5, 0.5, 0.5, 1, 0, 1, 0, 0, 0.5, 0.5, 0];
| expectArraysClose(transformedImagesData, expected);
| });
| it('fill=wrap, interpolation=bilinear.', async () => {
| const images = tf.tensor4d([1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);
| const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform, 'bilinear', 'wrap');
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 1, 1, 0.5, 1, 0.5, 0.5, 1, 1, 0, 1, 0.5, 0.5, 0.5, 0.5];
| expectArraysClose(transformedImagesData, expected);
| });
| it('fill=nearest, interpolation=bilinear.', async () => {
| const images = tf.tensor4d([1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);
| const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);
| const transformedImages = tf.image.transform(images, transform, 'bilinear', 'nearest');
| const transformedImagesData = await transformedImages.data();
| const expected = [1, 0, 1, 1, 0.5, 0.5, 0.5, 0.5, 0, 0, 0, 0, 0, 0, 0, 0];
| expectArraysClose(transformedImagesData, expected);
| });
| it('throws when input is int32.', async () => {
| const images = tf.tensor4d([1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1], [1, 4, 4, 1], 'int32');
| const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8]);
| expect(() => tf.image.transform(images, transform, 'nearest', 'constant', 0))
| .toThrowError(/Argument 'image' passed to 'transform' must be float32/);
| });
| it('throws when transforms is int32.', async () => {
| const images = tf.tensor4d([1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1], [1, 4, 4, 1]);
| const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8], 'int32');
| expect(() => tf.image.transform(images, transform, 'nearest', 'constant', 0))
| .toThrowError(/Argument 'transforms' passed to 'transform' must be float32/);
| });
| });
| //# 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* @license\n * Copyright 2021 Google LLC. All Rights Reserved.\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n * =============================================================================\n */\nimport * as tf from '../../index';\nimport {ALL_ENVS, describeWithFlags} from '../../jasmine_util';\nimport {expectArraysClose} from '../../test_util';\n\ndescribeWithFlags('image.transform', ALL_ENVS, () => {\n  it('extreme projective transform.', async () => {\n    const images = tf.tensor4d(\n        [1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8]);\n    const transformedImages =\n        tf.image.transform(images, transform, 'nearest', 'constant', 0).toInt();\n    const transformedImagesData = await transformedImages.data();\n\n    const expected = [1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('static output shape.', async () => {\n    const images = tf.tensor4d([1, 2, 3, 4], [1, 2, 2, 1]);\n    const transform = tf.randomUniform([1, 8], -1, 1);\n    const transformedImages = tf.image.transform(\n        images, transform as tf.Tensor2D, 'nearest', 'constant', 0, [3, 5]);\n\n    expectArraysClose(transformedImages.shape, [1, 3, 5, 1]);\n  });\n\n  it('fill=constant, interpolation=nearest.', async () => {\n    const images = tf.tensor4d(\n        [1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);\n    const transformedImages = tf.image.transform(images, transform);\n    const transformedImagesData = await transformedImages.data();\n    const expected = [1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('fill=constant, interpolation=bilinear.', async () => {\n    const images = tf.tensor4d(\n        [1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);\n    const transformedImages = tf.image.transform(images, transform, 'bilinear');\n    const transformedImagesData = await transformedImages.data();\n    const expected = [1, 0, 1, 1, 0, 0, 0.5, 0.5, 0, 0, 0, 0, 0, 0, 0, 0];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('fill=reflect, interpolation=bilinear.', async () => {\n    const images = tf.tensor4d(\n        [1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);\n    const transformedImages =\n        tf.image.transform(images, transform, 'bilinear', 'reflect');\n    const transformedImagesData = await transformedImages.data();\n\n    const expected =\n        [1, 0, 1, 1, 0.5, 0.5, 0.5, 0.5, 1, 0, 1, 0, 0, 0.5, 0.5, 0];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('fill=wrap, interpolation=bilinear.', async () => {\n    const images = tf.tensor4d(\n        [1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);\n    const transformedImages =\n        tf.image.transform(images, transform, 'bilinear', 'wrap');\n    const transformedImagesData = await transformedImages.data();\n\n    const expected =\n        [1, 0, 1, 1, 0.5, 1, 0.5, 0.5, 1, 1, 0, 1, 0.5, 0.5, 0.5, 0.5];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('fill=nearest, interpolation=bilinear.', async () => {\n    const images = tf.tensor4d(\n        [1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 4, 4, 1]);\n    const transform = tf.tensor2d([0, 0.5, 1, -1, 2, 3, 0, 0], [1, 8]);\n    const transformedImages =\n        tf.image.transform(images, transform, 'bilinear', 'nearest');\n    const transformedImagesData = await transformedImages.data();\n\n    const expected = [1, 0, 1, 1, 0.5, 0.5, 0.5, 0.5, 0, 0, 0, 0, 0, 0, 0, 0];\n\n    expectArraysClose(transformedImagesData, expected);\n  });\n\n  it('throws when input is int32.', async () => {\n    const images = tf.tensor4d(\n        [1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1], [1, 4, 4, 1],\n        'int32');\n    const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8]);\n    expect(\n        () => tf.image.transform(images, transform, 'nearest', 'constant', 0))\n        .toThrowError(/Argument 'image' passed to 'transform' must be float32/);\n  });\n\n  it('throws when transforms is int32.', async () => {\n    const images = tf.tensor4d(\n        [1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1],\n        [1, 4, 4, 1],\n    );\n    const transform = tf.tensor2d([1, 0, 0, 0, 1, 0, -1, 0], [1, 8], 'int32');\n    expect(\n        () => tf.image.transform(images, transform, 'nearest', 'constant', 0))\n        .toThrowError(\n            /Argument 'transforms' passed to 'transform' must be float32/);\n  });\n});\n"]}
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