// Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. // // 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. // Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. // // 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 #include #include "fastdeploy_capi/vision.h" #ifdef WIN32 const char sep = '\\'; #else const char sep = '/'; #endif void CpuInfer(const char *det_model_dir, const char *cls_model_dir, const char *rec_model_dir, const char *rec_label_file, const char *image_file) { char det_model_file[100]; char det_params_file[100]; char cls_model_file[100]; char cls_params_file[100]; char rec_model_file[100]; char rec_params_file[100]; int max_size = 99; snprintf(det_model_file, max_size, "%s%c%s", det_model_dir, sep, "inference.pdmodel"); snprintf(det_params_file, max_size, "%s%c%s", det_model_dir, sep, "inference.pdiparams"); snprintf(cls_model_file, max_size, "%s%c%s", cls_model_dir, sep, "inference.pdmodel"); snprintf(cls_params_file, max_size, "%s%c%s", cls_model_dir, sep, "inference.pdiparams"); snprintf(rec_model_file, max_size, "%s%c%s", rec_model_dir, sep, "inference.pdmodel"); snprintf(rec_params_file, max_size, "%s%c%s", rec_model_dir, sep, "inference.pdiparams"); FD_C_RuntimeOptionWrapper *det_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapper *cls_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapper *rec_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapperUseCpu(det_option); FD_C_RuntimeOptionWrapperUseCpu(cls_option); FD_C_RuntimeOptionWrapperUseCpu(rec_option); FD_C_DBDetectorWrapper *det_model = FD_C_CreateDBDetectorWrapper( det_model_file, det_params_file, det_option, FD_C_ModelFormat_PADDLE); FD_C_ClassifierWrapper *cls_model = FD_C_CreateClassifierWrapper( cls_model_file, cls_params_file, cls_option, FD_C_ModelFormat_PADDLE); FD_C_RecognizerWrapper *rec_model = FD_C_CreateRecognizerWrapper( rec_model_file, rec_params_file, rec_label_file, rec_option, FD_C_ModelFormat_PADDLE); FD_C_PPOCRv3Wrapper *ppocr_v3 = FD_C_CreatePPOCRv3Wrapper(det_model, cls_model, rec_model); if (!FD_C_PPOCRv3WrapperInitialized(ppocr_v3)) { printf("Failed to initialize.\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); return; } FD_C_Mat im = FD_C_Imread(image_file); FD_C_OCRResult *result = (FD_C_OCRResult *)malloc(sizeof(FD_C_OCRResult)); if (!FD_C_PPOCRv3WrapperPredict(ppocr_v3, im, result)) { printf("Failed to predict.\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); FD_C_DestroyMat(im); free(result); return; } // print res char res[2000]; FD_C_OCRResultStr(result, res); printf("%s", res); FD_C_Mat vis_im = FD_C_VisOcr(im, result); FD_C_Imwrite("vis_result.jpg", vis_im); printf("Visualized result saved in ./vis_result.jpg\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); FD_C_DestroyOCRResult(result); FD_C_DestroyMat(im); FD_C_DestroyMat(vis_im); } void GpuInfer(const char *det_model_dir, const char *cls_model_dir, const char *rec_model_dir, const char *rec_label_file, const char *image_file) { char det_model_file[100]; char det_params_file[100]; char cls_model_file[100]; char cls_params_file[100]; char rec_model_file[100]; char rec_params_file[100]; int max_size = 99; snprintf(det_model_file, max_size, "%s%c%s", det_model_dir, sep, "inference.pdmodel"); snprintf(det_params_file, max_size, "%s%c%s", det_model_dir, sep, "inference.pdiparams"); snprintf(cls_model_file, max_size, "%s%c%s", cls_model_dir, sep, "inference.pdmodel"); snprintf(cls_params_file, max_size, "%s%c%s", cls_model_dir, sep, "inference.pdiparams"); snprintf(rec_model_file, max_size, "%s%c%s", rec_model_dir, sep, "inference.pdmodel"); snprintf(rec_params_file, max_size, "%s%c%s", rec_model_dir, sep, "inference.pdiparams"); FD_C_RuntimeOptionWrapper *det_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapper *cls_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapper *rec_option = FD_C_CreateRuntimeOptionWrapper(); FD_C_RuntimeOptionWrapperUseGpu(det_option, 0); FD_C_RuntimeOptionWrapperUseGpu(cls_option, 0); FD_C_RuntimeOptionWrapperUseGpu(rec_option, 0); FD_C_DBDetectorWrapper *det_model = FD_C_CreateDBDetectorWrapper( det_model_file, det_params_file, det_option, FD_C_ModelFormat_PADDLE); FD_C_ClassifierWrapper *cls_model = FD_C_CreateClassifierWrapper( cls_model_file, cls_params_file, cls_option, FD_C_ModelFormat_PADDLE); FD_C_RecognizerWrapper *rec_model = FD_C_CreateRecognizerWrapper( rec_model_file, rec_params_file, rec_label_file, rec_option, FD_C_ModelFormat_PADDLE); FD_C_PPOCRv3Wrapper *ppocr_v3 = FD_C_CreatePPOCRv3Wrapper(det_model, cls_model, rec_model); if (!FD_C_PPOCRv3WrapperInitialized(ppocr_v3)) { printf("Failed to initialize.\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); return; } FD_C_Mat im = FD_C_Imread(image_file); FD_C_OCRResult *result = (FD_C_OCRResult *)malloc(sizeof(FD_C_OCRResult)); if (!FD_C_PPOCRv3WrapperPredict(ppocr_v3, im, result)) { printf("Failed to predict.\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); FD_C_DestroyMat(im); free(result); return; } // print res char res[2000]; FD_C_OCRResultStr(result, res); printf("%s", res); FD_C_Mat vis_im = FD_C_VisOcr(im, result); FD_C_Imwrite("vis_result.jpg", vis_im); printf("Visualized result saved in ./vis_result.jpg\n"); FD_C_DestroyRuntimeOptionWrapper(det_option); FD_C_DestroyRuntimeOptionWrapper(cls_option); FD_C_DestroyRuntimeOptionWrapper(rec_option); FD_C_DestroyClassifierWrapper(cls_model); FD_C_DestroyDBDetectorWrapper(det_model); FD_C_DestroyRecognizerWrapper(rec_model); FD_C_DestroyPPOCRv3Wrapper(ppocr_v3); FD_C_DestroyOCRResult(result); FD_C_DestroyMat(im); FD_C_DestroyMat(vis_im); } int main(int argc, char *argv[]) { if (argc < 7) { printf("Usage: infer_demo path/to/det_model path/to/cls_model " "path/to/rec_model path/to/rec_label_file path/to/image " "run_option, " "e.g ./infer_demo ./ch_PP-OCRv3_det_infer " "./ch_ppocr_mobile_v3.0_cls_infer ./ch_PP-OCRv3_rec_infer " "./ppocr_keys_v1.txt ./12.jpg 0\n"); printf( "The data type of run_option is int, 0: run with cpu; 1: run with gpu" "\n"); return -1; } if (atoi(argv[6]) == 0) { CpuInfer(argv[1], argv[2], argv[3], argv[4], argv[5]); } else if (atoi(argv[6]) == 1) { GpuInfer(argv[1], argv[2], argv[3], argv[4], argv[5]); } return 0; }