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Diffstat (limited to 'tests/use_case/img_class/ImgClassificationUCTest.cc')
| -rw-r--r-- | tests/use_case/img_class/ImgClassificationUCTest.cc | 140 |
1 files changed, 140 insertions, 0 deletions
diff --git a/tests/use_case/img_class/ImgClassificationUCTest.cc b/tests/use_case/img_class/ImgClassificationUCTest.cc new file mode 100644 index 0000000..abfcc44 --- /dev/null +++ b/tests/use_case/img_class/ImgClassificationUCTest.cc @@ -0,0 +1,140 @@ +/* + * 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 "ClassificationResult.hpp" +#include "Classifier.hpp" +#include "hal.h" +#include "Labels.hpp" +#include "MobileNetModel.hpp" +#include "UseCaseHandler.hpp" +#include "UseCaseCommonUtils.hpp" + +#include <catch.hpp> + +TEST_CASE("Model info") +{ + /* Model wrapper object. */ + arm::app::MobileNetModel model; + + /* 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); + + /* Model wrapper object. */ + arm::app::MobileNetModel model; + + /* 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); + 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 == 282); +} + + +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); + + /* Model wrapper object. */ + arm::app::MobileNetModel model; + + /* 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); + 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); + + /* Model wrapper object. */ + arm::app::MobileNetModel model; + + /* 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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