// Copyright (c) OpenMMLab. All rights reserved. // clang-format off #include "catch.hpp" // clang-format on #include "apis/c/detector.h" #include "core/logger.h" #include "core/utils/formatter.h" #include "opencv2/opencv.hpp" #include "test_resource.h" using namespace std; TEST_CASE("test detector's c api", "[detector]") { MMDEPLOY_INFO("test detector"); auto test = [](const string &device, const string &model_path, const vector &img_list) { mm_handle_t handle{nullptr}; auto ret = mmdeploy_detector_create_by_path(model_path.c_str(), device.c_str(), 0, &handle); REQUIRE(ret == MM_SUCCESS); vector cv_mats; vector mats; for (auto &img_path : img_list) { cv::Mat mat = cv::imread(img_path); REQUIRE(!mat.empty()); cv_mats.push_back(mat); mats.push_back({mat.data, mat.rows, mat.cols, mat.channels(), MM_BGR, MM_INT8}); } mm_detect_t *results{nullptr}; int *result_count{nullptr}; ret = mmdeploy_detector_apply(handle, mats.data(), (int)mats.size(), &results, &result_count); REQUIRE(ret == MM_SUCCESS); auto result_ptr = results; for (auto i = 0; i < mats.size(); ++i) { MMDEPLOY_INFO("the '{}-th' image has '{}' objects", i, result_count[i]); for (auto j = 0; j < result_count[i]; ++j, ++result_ptr) { auto &bbox = result_ptr->bbox; MMDEPLOY_INFO(" >> bbox[{}, {}, {}, {}], label_id {}, score {}", bbox.left, bbox.top, bbox.right, bbox.bottom, result_ptr->label_id, result_ptr->score); } } mmdeploy_detector_release_result(results, result_count, (int)mats.size()); mmdeploy_detector_destroy(handle); }; MMDEPLOY_INFO("get test resources"); auto &gResources = MMDeployTestResources::Get(); MMDEPLOY_INFO("locate image resources"); auto img_lists = gResources.LocateImageResources(fs::path{"mmdet"} / "images"); MMDEPLOY_INFO("{}", img_lists.size()); REQUIRE(!img_lists.empty()); for (auto &backend : gResources.backends()) { MMDEPLOY_INFO("backend: {}", backend); DYNAMIC_SECTION("loop backend: " << backend) { auto model_list = gResources.LocateModelResources(fs::path{"mmdet"} / backend); REQUIRE(!model_list.empty()); for (auto &model_path : model_list) { MMDEPLOY_INFO("model: {}", model_path); for (auto &device_name : gResources.device_names(backend)) { test(device_name, model_path, img_lists); } } } } }