// Copyright (c) OpenMMLab. All rights reserved. #ifndef MMDEPLOY_CLASSIFIER_H #define MMDEPLOY_CLASSIFIER_H #include "common.h" typedef struct mm_class_t { int label_id; float score; } mm_class_t; MM_SDK_API int mmdeploy_classifier_create(mm_model_t model, const char* device_name, int device_id, mm_handle_t* handle); /** * @brief Create classifier's handle * @param config classifier's config which is supposed to be json * @param device_name name of device, such as "cpu", "cuda" and etc. * @param device_id id of device. * @param handle instance of a classifier * @return status of creating classifier's handle */ MM_SDK_API int mmdeploy_classifier_create_by_path(const char* model_path, const char* device_name, int device_id, mm_handle_t* handle); /** * @brief Use classifier created by `mmdeploy_classifier_create_by_path` to get label information * of each image in a batch * @param handle classifier's handle made by `mmdeploy_classifier_create_by_path` * @param mats batch images * @param mat_count number of images in a batch * @param results a consecutive buffer to save classification results of each * image. User has to access `result_count` to get the range of an * image's classification result. `results` is created inside, and should be * freed by calling `mmdeploy_classifier_release_result` * @param result_count a consecutive buffer to save the number of classification * results of each image. Its length is equal to `mat_count`. It is created * inside and should be destroyed by calling `mmdeploy_classifier_release_result` * @return status of inference */ MM_SDK_API int mmdeploy_classifier_apply(mm_handle_t handle, const mm_mat_t* mats, int mat_count, mm_class_t** results, int** result_count); /** * @brief release the inference result buffer * @param results a consecutive buffer to save images' classification results * @param result_count a consecutive buffer to save the size of classification * results of each image in a batch * @param count length of `result_count` */ MM_SDK_API void mmdeploy_classifier_release_result(mm_class_t* results, const int* result_count, int count); /** * @brief destroy classifier's handle * @param handle classifier's handle made by `mmdeploy_classifier_create_by_path` */ MM_SDK_API void mmdeploy_classifier_destroy(mm_handle_t handle); #endif // MMDEPLOY_CLASSIFIER_H