static bool initialized = false;
if (!initialized)
{
+#if INF_ENGINE_RELEASE <= 2018050000
const char* dldtTestDataPath = getenv("INTEL_CVSDK_DIR");
if (dldtTestDataPath)
- cvtest::addDataSearchPath(cv::utils::fs::join(dldtTestDataPath, "deployment_tools"));
+ cvtest::addDataSearchPath(dldtTestDataPath);
+#else
+ const char* omzDataPath = getenv("OPENCV_OPEN_MODEL_ZOO_DATA_PATH");
+ if (omzDataPath)
+ cvtest::addDataSearchPath(omzDataPath);
+ const char* dnnDataPath = getenv("OPENCV_DNN_TEST_DATA_PATH");
+ if (dnnDataPath)
+ cvtest::addDataSearchPath(std::string(dnnDataPath) + "/omz_intel_models");
+#endif
initialized = true;
}
#endif
using namespace cv::dnn;
using namespace InferenceEngine;
+struct OpenVINOModelTestCaseInfo
+{
+ const char* modelPathFP32;
+ const char* modelPathFP16;
+};
+
+static const std::map<std::string, OpenVINOModelTestCaseInfo>& getOpenVINOTestModels()
+{
+ static std::map<std::string, OpenVINOModelTestCaseInfo> g_models {
+#if INF_ENGINE_RELEASE <= 2018050000
+ { "age-gender-recognition-retail-0013", {
+ "deployment_tools/intel_models/age-gender-recognition-retail-0013/FP32/age-gender-recognition-retail-0013",
+ "deployment_tools/intel_models/age-gender-recognition-retail-0013/FP16/age-gender-recognition-retail-0013"
+ }},
+ { "face-person-detection-retail-0002", {
+ "deployment_tools/intel_models/face-person-detection-retail-0002/FP32/face-person-detection-retail-0002",
+ "deployment_tools/intel_models/face-person-detection-retail-0002/FP16/face-person-detection-retail-0002"
+ }},
+ { "head-pose-estimation-adas-0001", {
+ "deployment_tools/intel_models/head-pose-estimation-adas-0001/FP32/head-pose-estimation-adas-0001",
+ "deployment_tools/intel_models/head-pose-estimation-adas-0001/FP16/head-pose-estimation-adas-0001"
+ }},
+ { "person-detection-retail-0002", {
+ "deployment_tools/intel_models/person-detection-retail-0002/FP32/person-detection-retail-0002",
+ "deployment_tools/intel_models/person-detection-retail-0002/FP16/person-detection-retail-0002"
+ }},
+ { "vehicle-detection-adas-0002", {
+ "deployment_tools/intel_models/vehicle-detection-adas-0002/FP32/vehicle-detection-adas-0002",
+ "deployment_tools/intel_models/vehicle-detection-adas-0002/FP16/vehicle-detection-adas-0002"
+ }}
+#else
+ // layout is defined by open_model_zoo/model_downloader
+ // Downloaded using these parameters for Open Model Zoo downloader (2019R1):
+ // ./downloader.py -o ${OPENCV_DNN_TEST_DATA_PATH}/omz_intel_models --cache_dir ${OPENCV_DNN_TEST_DATA_PATH}/.omz_cache/ \
+ // --name face-person-detection-retail-0002,face-person-detection-retail-0002-fp16,age-gender-recognition-retail-0013,age-gender-recognition-retail-0013-fp16,head-pose-estimation-adas-0001,head-pose-estimation-adas-0001-fp16,person-detection-retail-0002,person-detection-retail-0002-fp16,vehicle-detection-adas-0002,vehicle-detection-adas-0002-fp16
+ { "age-gender-recognition-retail-0013", {
+ "Retail/object_attributes/age_gender/dldt/age-gender-recognition-retail-0013",
+ "Retail/object_attributes/age_gender/dldt/age-gender-recognition-retail-0013-fp16"
+ }},
+ { "face-person-detection-retail-0002", {
+ "Retail/object_detection/face_pedestrian/rmnet-ssssd-2heads/0002/dldt/face-person-detection-retail-0002",
+ "Retail/object_detection/face_pedestrian/rmnet-ssssd-2heads/0002/dldt/face-person-detection-retail-0002-fp16"
+ }},
+ { "head-pose-estimation-adas-0001", {
+ "Transportation/object_attributes/headpose/vanilla_cnn/dldt/head-pose-estimation-adas-0001",
+ "Transportation/object_attributes/headpose/vanilla_cnn/dldt/head-pose-estimation-adas-0001-fp16"
+ }},
+ { "person-detection-retail-0002", {
+ "Retail/object_detection/pedestrian/hypernet-rfcn/0026/dldt/person-detection-retail-0002",
+ "Retail/object_detection/pedestrian/hypernet-rfcn/0026/dldt/person-detection-retail-0002-fp16"
+ }},
+ { "vehicle-detection-adas-0002", {
+ "Transportation/object_detection/vehicle/mobilenet-reduced-ssd/dldt/vehicle-detection-adas-0002",
+ "Transportation/object_detection/vehicle/mobilenet-reduced-ssd/dldt/vehicle-detection-adas-0002-fp16"
+ }}
+#endif
+ };
+
+ return g_models;
+}
+
+static const std::vector<std::string> getOpenVINOTestModelsList()
+{
+ std::vector<std::string> result;
+ const std::map<std::string, OpenVINOModelTestCaseInfo>& models = getOpenVINOTestModels();
+ for (const auto& it : models)
+ result.push_back(it.first);
+ return result;
+}
+
static inline void genData(const std::vector<size_t>& dims, Mat& m, Blob::Ptr& dataPtr)
{
std::vector<int> reversedDims(dims.begin(), dims.end());
}
}
-typedef TestWithParam<tuple<Target, String> > DNNTestOpenVINO;
+typedef TestWithParam<tuple<Target, std::string> > DNNTestOpenVINO;
TEST_P(DNNTestOpenVINO, models)
{
+ initDLDTDataPath();
+
Target target = (dnn::Target)(int)get<0>(GetParam());
std::string modelName = get<1>(GetParam());
- std::string precision = (target == DNN_TARGET_OPENCL_FP16 || target == DNN_TARGET_MYRIAD) ? "FP16" : "FP32";
- std::string prefix;
+ bool isFP16 = (target == DNN_TARGET_OPENCL_FP16 || target == DNN_TARGET_MYRIAD);
-#ifdef INF_ENGINE_RELEASE
-#if INF_ENGINE_RELEASE <= 2018050000
- prefix = utils::fs::join("intel_models",
- utils::fs::join(modelName,
- utils::fs::join(precision, modelName)));
-#endif
-#endif
+ const std::map<std::string, OpenVINOModelTestCaseInfo>& models = getOpenVINOTestModels();
+ const auto it = models.find(modelName);
+ ASSERT_TRUE(it != models.end()) << modelName;
+ OpenVINOModelTestCaseInfo modelInfo = it->second;
+ std::string modelPath = isFP16 ? modelInfo.modelPathFP16 : modelInfo.modelPathFP32;
- initDLDTDataPath();
- std::string xmlPath = findDataFile(prefix + ".xml");
- std::string binPath = findDataFile(prefix + ".bin");
+ std::string xmlPath = findDataFile(modelPath + ".xml");
+ std::string binPath = findDataFile(modelPath + ".bin");
std::map<std::string, cv::Mat> inputsMap;
std::map<std::string, cv::Mat> ieOutputsMap, cvOutputsMap;
}
}
+
INSTANTIATE_TEST_CASE_P(/**/,
DNNTestOpenVINO,
Combine(testing::ValuesIn(getAvailableTargets(DNN_BACKEND_INFERENCE_ENGINE)),
- testing::Values(
- "age-gender-recognition-retail-0013",
- "face-person-detection-retail-0002",
- "head-pose-estimation-adas-0001",
- "person-detection-retail-0002",
- "vehicle-detection-adas-0002"
- ))
+ testing::ValuesIn(getOpenVINOTestModelsList())
+ )
);
}}