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author | telsoa01 <telmo.soares@arm.com> | 2018-03-09 14:13:49 +0000 |
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committer | telsoa01 <telmo.soares@arm.com> | 2018-03-09 14:13:49 +0000 |
commit | 4fcda0101ec3d110c1d6d7bee5c83416b645528a (patch) | |
tree | c9a70aeb2887006160c1b3d265c27efadb7bdbae /tests/ImageNetDatabase.hpp | |
download | armnn-4fcda0101ec3d110c1d6d7bee5c83416b645528a.tar.gz |
Release 18.02
Change-Id: Id3c11dc5ee94ef664374a988fcc6901e9a232fa6
Diffstat (limited to 'tests/ImageNetDatabase.hpp')
-rw-r--r-- | tests/ImageNetDatabase.hpp | 37 |
1 files changed, 37 insertions, 0 deletions
diff --git a/tests/ImageNetDatabase.hpp b/tests/ImageNetDatabase.hpp new file mode 100644 index 0000000000..cd990c458a --- /dev/null +++ b/tests/ImageNetDatabase.hpp @@ -0,0 +1,37 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// See LICENSE file in the project root for full license information. +// +#pragma once + +#include "ClassifierTestCaseData.hpp" + +#include <array> +#include <string> +#include <vector> +#include <memory> + +using ImageSet = std::pair<const std::string, unsigned int>; + +class ImageNetDatabase +{ +public: + using TTestCaseData = ClassifierTestCaseData<float>; + + explicit ImageNetDatabase(const std::string& binaryFileDirectory, + unsigned int width = 227, + unsigned int height = 227, + const std::vector<ImageSet>& imageSet = std::vector<ImageSet>()); + std::unique_ptr<TTestCaseData> GetTestCaseData(unsigned int testCaseId); + +private: + unsigned int GetNumImageElements() const { return 3 * m_Width * m_Height; } + unsigned int GetNumImageBytes() const { return 4 * GetNumImageElements(); } + + std::string m_BinaryDirectory; + unsigned int m_Height; + unsigned int m_Width; + //mean value of the database [B, G, R] + const std::array<float, 3> m_MeanBgr = {{104.007965f, 116.669472f, 122.675102f}}; + const std::vector<ImageSet> m_ImageSet; +};
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