| /* |
| * 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; |
| |
| arm::app::Profiler profiler{&platform, "img_class"}; |
| 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 == 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; |
| |
| arm::app::Profiler profiler{&platform, "img_class"}; |
| 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); |
| |
| /* 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)); |
| } |