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diff --git a/tests/validation/NEON/ColorConvert.cpp b/tests/validation/NEON/ColorConvert.cpp
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+++ b/tests/validation/NEON/ColorConvert.cpp
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+/*
+ * Copyright (c) 2017-2018 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/runtime/MultiImage.h"
+#include "arm_compute/runtime/NEON/functions/NEColorConvert.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Asserts.h"
+#include "tests/framework/Macros.h"
+#include "tests/validation/Validation.h"
+#include "tests/validation/fixtures/ColorConvertFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+namespace
+{
+// Input data sets
+const auto ColorConvertRGBADataset = combine(framework::dataset::make("FormatType", { Format::RGBA8888 }),
+                                             framework::dataset::make("FormatType", { Format::RGB888 }));
+const auto ColorConvertYUVDataset = combine(framework::dataset::make("FormatType", { Format::YUYV422, Format::UYVY422 }),
+                                            framework::dataset::make("FormatType", { Format::RGB888, Format::RGBA8888 }));
+
+const auto ColorConvertYUVPlanarDataset = combine(framework::dataset::make("FormatType", { Format::IYUV, Format::NV12, Format::NV21 }),
+                                                  framework::dataset::make("FormatType", { Format::RGB888, Format::RGBA8888 }));
+
+const auto ColorConvertRGBDataset = combine(framework::dataset::make("FormatType", { Format::RGB888 }),
+                                            framework::dataset::make("FormatType", { Format::RGBA8888 }));
+
+inline void validate_configuration(const TensorShape &shape, Format src_format, Format dst_format)
+{
+    const unsigned int src_num_planes = num_planes_from_format(src_format);
+
+    const TensorShape dst_shape = adjust_odd_shape(shape, src_format);
+
+    // Create tensors
+    MultiImage ref_src = create_multi_image<MultiImage>(shape, src_format);
+    Tensor     dst     = create_tensor<Tensor>(dst_shape, dst_format);
+
+    // Create and Configure function
+    NEColorConvert color_convert;
+
+    if(1U == src_num_planes)
+    {
+        const Tensor *plane_src = ref_src.plane(0);
+
+        color_convert.configure(plane_src, &dst);
+        const ValidRegion dst_valid_region = shape_to_valid_region(dst_shape);
+        validate(dst.info()->valid_region(), dst_valid_region);
+    }
+    else
+    {
+        color_convert.configure(&ref_src, &dst);
+    }
+}
+} // namespace
+
+TEST_SUITE(NEON)
+TEST_SUITE(ColorConvert)
+
+TEST_SUITE(Configuration)
+DATA_TEST_CASE(RGBA, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), ColorConvertRGBADataset),
+               shape, src_format, dst_format)
+{
+    validate_configuration(shape, src_format, dst_format);
+}
+
+DATA_TEST_CASE(YUV, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), ColorConvertYUVDataset),
+               shape, src_format, dst_format)
+{
+    validate_configuration(shape, src_format, dst_format);
+}
+
+DATA_TEST_CASE(YUVPlanar, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), ColorConvertYUVPlanarDataset),
+               shape, src_format, dst_format)
+{
+    validate_configuration(shape, src_format, dst_format);
+}
+
+DATA_TEST_CASE(RGB, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), ColorConvertRGBDataset),
+               shape, src_format, dst_format)
+{
+    validate_configuration(shape, src_format, dst_format);
+}
+TEST_SUITE_END()
+
+template <typename T>
+using NEColorConvertFixture = ColorConvertValidationFixture<MultiImage, Tensor, Accessor, NEColorConvert, T>;
+
+TEST_SUITE(RGBA)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEColorConvertFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), ColorConvertRGBADataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunLarge, NEColorConvertFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), ColorConvertRGBADataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+
+TEST_SUITE_END()
+
+TEST_SUITE(YUV)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEColorConvertFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), ColorConvertYUVDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunLarge, NEColorConvertFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), ColorConvertYUVDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+
+TEST_SUITE_END()
+
+TEST_SUITE(YUVPlanar)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEColorConvertFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), ColorConvertYUVPlanarDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunLarge, NEColorConvertFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), ColorConvertYUVPlanarDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+TEST_SUITE_END()
+
+TEST_SUITE(RGB)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEColorConvertFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), ColorConvertRGBDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunLarge, NEColorConvertFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), ColorConvertRGBDataset))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+TEST_SUITE_END()
+
+TEST_SUITE_END()
+TEST_SUITE_END()
+} // namespace validation
+} // namespace test
+} // namespace arm_compute