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/*
* Copyright (c) 2021 Arm Limited. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* 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.
*/
#include <catch.hpp>
#include "VisualWakeWordModel.hpp"
#include "hal.h"
#include "ClassificationResult.hpp"
#include "Labels.hpp"
#include "UseCaseHandler.hpp"
#include "Classifier.hpp"
#include "UseCaseCommonUtils.hpp"
TEST_CASE("Model info")
{
arm::app::VisualWakeWordModel model; /* model wrapper object */
/* Load the model */
REQUIRE(model.Init());
/* Instantiate application context */
arm::app::ApplicationContext caseContext;
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(model.ShowModelInfoHandler());
}
TEST_CASE("Inference by index")
{
hal_platform platform;
data_acq_module data_acq;
data_psn_module data_psn;
platform_timer timer;
/* Initialise the HAL and platform */
hal_init(&platform, &data_acq, &data_psn, &timer);
hal_platform_init(&platform);
arm::app::VisualWakeWordModel model; /* model wrapper object */
/* Load the model */
REQUIRE(model.Init());
/* Instantiate application context */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{&platform, "pd"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<hal_platform&>("platform", platform);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
arm::app::Classifier classifier; /* classifier wrapper object */
caseContext.Set<arm::app::Classifier&>("classifier", classifier);
std::vector <std::string> labels;
GetLabelsVector(labels);
caseContext.Set<const std::vector <std::string>&>("labels", labels);
REQUIRE(arm::app::ClassifyImageHandler(caseContext, 0, false));
auto results = caseContext.Get<std::vector<arm::app::ClassificationResult>>("results");
REQUIRE(results[0].m_labelIdx == 0);
}
TEST_CASE("Inference run all images")
{
hal_platform platform;
data_acq_module data_acq;
data_psn_module data_psn;
platform_timer timer;
/* Initialise the HAL and platform */
hal_init(&platform, &data_acq, &data_psn, &timer);
hal_platform_init(&platform);
arm::app::VisualWakeWordModel model; /* model wrapper object */
/* Load the model */
REQUIRE(model.Init());
/* Instantiate application context */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{&platform, "pd"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<hal_platform&>("platform", platform);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
arm::app::Classifier classifier; /* classifier wrapper object */
caseContext.Set<arm::app::Classifier&>("classifier", classifier);
std::vector <std::string> labels;
GetLabelsVector(labels);
caseContext.Set<const std::vector <std::string>&>("labels", labels);
REQUIRE(arm::app::ClassifyImageHandler(caseContext, 0, true));
}
TEST_CASE("List all images")
{
hal_platform platform;
data_acq_module data_acq;
data_psn_module data_psn;
platform_timer timer;
/* Initialise the HAL and platform */
hal_init(&platform, &data_acq, &data_psn, &timer);
hal_platform_init(&platform);
arm::app::VisualWakeWordModel model; /* model wrapper object */
/* Load the model */
REQUIRE(model.Init());
/* Instantiate application context */
arm::app::ApplicationContext caseContext;
caseContext.Set<hal_platform&>("platform", platform);
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(arm::app::ListFilesHandler(caseContext));
}
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