/* * 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 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("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("platform", platform); caseContext.Set("model", model); caseContext.Set("imgIndex", 0); arm::app::Classifier classifier; /* Classifier wrapper object. */ caseContext.Set("classifier", classifier); std::vector labels; GetLabelsVector(labels); caseContext.Set&>("labels", labels); REQUIRE(arm::app::ClassifyImageHandler(caseContext, 0, false)); auto results = caseContext.Get>("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("platform", platform); caseContext.Set("model", model); caseContext.Set("imgIndex", 0); arm::app::Classifier classifier; /* classifier wrapper object. */ caseContext.Set("classifier", classifier); std::vector labels; GetLabelsVector(labels); caseContext.Set&>("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("platform", platform); caseContext.Set("model", model); REQUIRE(arm::app::ListFilesHandler(caseContext)); }