File size: 3,668 Bytes
8207382 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 | // Copyright (c) 2025 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 "ocr.h"
#include "src/utils/args.h"
#include "src/utils/yaml_config.h"
#define COPY_PARAMS(field) to.field = from.field;
PaddleOCR::PaddleOCR(const PaddleOCRParams ¶ms) : params_(params) {
auto status = CheckParams();
if (!status.ok()) {
INFOE("Init paddleOCR fail : %s", status.ToString().c_str());
exit(-1);
}
CreatePipeline();
};
std::vector<std::unique_ptr<BaseCVResult>>
PaddleOCR::Predict(const std::vector<std::string> &input) {
return pipeline_infer_->Predict(input);
}
void PaddleOCR::CreatePipeline() {
pipeline_infer_ = std::unique_ptr<BasePipeline>(
new OCRPipeline(ToOCRPipelineParams(params_)));
}
absl::Status PaddleOCR::CheckParams() {
if (!params_.doc_orientation_classify_model_dir.has_value() &&
!(params_.use_doc_orientation_classify.has_value() &&
!params_.use_doc_orientation_classify.value())) {
return absl::NotFoundError("Require doc orientation classify model dir.");
}
if (!params_.doc_unwarping_model_dir.has_value() &&
!(params_.use_doc_unwarping.has_value() &&
!params_.use_doc_unwarping.value())) {
return absl::NotFoundError("Require doc unwarping model dir.");
}
if (!params_.textline_orientation_model_dir.has_value() &&
!(params_.use_textline_orientation.has_value() &&
!params_.use_textline_orientation.value())) {
return absl::NotFoundError("Require textline orientation model_dir.");
}
if (!params_.text_detection_model_dir.has_value()) {
return absl::NotFoundError("Require text detection model dir.");
}
if (!params_.text_recognition_model_dir.has_value()) {
return absl::NotFoundError("Require text recognition model_dir.");
}
return absl::OkStatus();
}
OCRPipelineParams PaddleOCR::ToOCRPipelineParams(const PaddleOCRParams &from) {
OCRPipelineParams to;
COPY_PARAMS(doc_orientation_classify_model_name)
COPY_PARAMS(doc_orientation_classify_model_dir)
COPY_PARAMS(doc_unwarping_model_name)
COPY_PARAMS(doc_unwarping_model_dir)
COPY_PARAMS(text_detection_model_name)
COPY_PARAMS(text_detection_model_dir)
COPY_PARAMS(textline_orientation_model_name)
COPY_PARAMS(textline_orientation_model_dir)
COPY_PARAMS(textline_orientation_batch_size)
COPY_PARAMS(text_recognition_model_name)
COPY_PARAMS(text_recognition_model_dir)
COPY_PARAMS(text_recognition_batch_size)
COPY_PARAMS(use_doc_orientation_classify)
COPY_PARAMS(use_doc_unwarping)
COPY_PARAMS(use_textline_orientation)
COPY_PARAMS(text_det_limit_side_len)
COPY_PARAMS(text_det_limit_type)
COPY_PARAMS(text_det_thresh)
COPY_PARAMS(text_det_box_thresh)
COPY_PARAMS(text_det_unclip_ratio)
COPY_PARAMS(text_det_input_shape)
COPY_PARAMS(text_rec_score_thresh)
COPY_PARAMS(text_rec_input_shape)
COPY_PARAMS(lang)
COPY_PARAMS(ocr_version)
COPY_PARAMS(vis_font_dir)
COPY_PARAMS(device)
COPY_PARAMS(enable_mkldnn)
COPY_PARAMS(mkldnn_cache_capacity)
COPY_PARAMS(precision)
COPY_PARAMS(cpu_threads)
COPY_PARAMS(thread_num)
COPY_PARAMS(paddlex_config)
return to;
}
|