#include #include #include #include #include "detector.h" int main(int argc, char *argv[]) { if (argc != 4) { fprintf(stderr, "usage:\n object_detection device_name model_path image_path\n"); return 1; } auto device_name = argv[1]; auto model_path = argv[2]; auto image_path = argv[3]; cv::Mat img = cv::imread(image_path); if (!img.data) { fprintf(stderr, "failed to load image: %s\n", image_path); return 1; } mm_handle_t detector{}; int status{}; status = mmdeploy_detector_create_by_path(model_path, device_name, 0, &detector); if (status != MM_SUCCESS) { fprintf(stderr, "failed to create detector, code: %d\n", (int)status); return 1; } mm_mat_t mat{img.data, img.rows, img.cols, 3, MM_BGR, MM_INT8}; mm_detect_t *bboxes{}; int *res_count{}; status = mmdeploy_detector_apply(detector, &mat, 1, &bboxes, &res_count); if (status != MM_SUCCESS) { fprintf(stderr, "failed to apply detector, code: %d\n", (int)status); return 1; } fprintf(stderr, "bbox_count=%d\n", *res_count); for (int i = 0; i < *res_count; ++i) { const auto &box = bboxes[i].bbox; fprintf(stderr, "box %d, left=%.2f, top=%.2f, right=%.2f, bottom=%.2f, label=%d, score=%.4f\n", i, box.left, box.top, box.right, box.bottom, bboxes[i].label_id, bboxes[i].score); cv::rectangle(img, cv::Point{(int)box.left, (int)box.top}, cv::Point{(int)box.right, (int)box.bottom}, cv::Scalar{0, 255, 0}); } cv::imwrite("output_detection.png", img); mmdeploy_detector_release_result(bboxes, res_count, 1); mmdeploy_detector_destroy(detector); return 0; }