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/*
* SPDX-FileCopyrightText: Copyright 2022 Arm Limited and/or its affiliates <open-source-office@arm.com>
* 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 "DetectionResult.hpp"
#include "DetectorPostProcessing.hpp"
#include "hal.h"
#include "YoloFastestModel.hpp"
#include "UseCaseHandler.hpp"
#include "UseCaseCommonUtils.hpp"
#include "BufAttributes.hpp"
#include <catch.hpp>
namespace arm {
namespace app {
static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
namespace object_detection {
extern uint8_t* GetModelPointer();
extern size_t GetModelLen();
} /* namespace object_detection */
} /* namespace app */
} /* namespace arm */
TEST_CASE("Model info")
{
/* Model wrapper object. */
arm::app::YoloFastestModel model;
/* Load the model. */
REQUIRE(model.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::object_detection::GetModelPointer(),
arm::app::object_detection::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(model.ShowModelInfoHandler());
}
TEST_CASE("Inference by index")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::YoloFastestModel model;
/* Load the model. */
REQUIRE(model.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::object_detection::GetModelPointer(),
arm::app::object_detection::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{"object_detection"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
REQUIRE(arm::app::ObjectDetectionHandler(caseContext, 0, false));
}
TEST_CASE("Inference run all images")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::YoloFastestModel model;
/* Load the model. */
REQUIRE(model.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::object_detection::GetModelPointer(),
arm::app::object_detection::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
arm::app::Profiler profiler{"object_detection"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("imgIndex", 0);
REQUIRE(arm::app::ObjectDetectionHandler(caseContext, 0, true));
}
TEST_CASE("List all images")
{
/* Initialise the HAL and platform. */
hal_platform_init();
/* Model wrapper object. */
arm::app::YoloFastestModel model;
/* Load the model. */
REQUIRE(model.Init(arm::app::tensorArena,
sizeof(arm::app::tensorArena),
arm::app::object_detection::GetModelPointer(),
arm::app::object_detection::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(arm::app::ListFilesHandler(caseContext));
}
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