Files
FastDeploy/fastdeploy/vision/ocr/ppocr/structurev2_ser_vi_layoutxlm.h
zengshao0622 709ba51612 [WIP]Add VI-LayoutXLM (#2048)
* WIP, add VI-LayoutXLM

* fix pybind

* update the dir of ser_vi_layoutxlm model

* update dir and name of ser_vi_layoutxlm model

* update model name to StructureV2SerViLayoutXLMModel

* fix import paddle bug

---------

Co-authored-by: DefTruth <31974251+DefTruth@users.noreply.github.com>
2023-06-26 16:40:05 +08:00

61 lines
2.6 KiB
C++

// Copyright (c) 2022 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.
#pragma once
#include "fastdeploy/fastdeploy_model.h"
#include "fastdeploy/vision/common/processors/transform.h"
namespace fastdeploy {
namespace vision {
/** \brief All classification model APIs are defined inside this namespace
*
*/
namespace ocr {
/*! @brief StructureV2SERViLayoutXLM model object used when to load a StructureV2SERViLayoutXLM model exported by StructureV2SERViLayoutXLMModel repository
*/
class FASTDEPLOY_DECL StructureV2SERViLayoutXLMModel : public FastDeployModel {
public:
/** \brief Set path of model file and configuration file, and the configuration of runtime
*
* \param[in] model_file Path of model file, e.g ser_vi_layoutxlm/model.pdmodel
* \param[in] params_file Path of parameter file, e.g ser_vi_layoutxlm/model.pdiparams, if the model format is ONNX, this parameter will be ignored
* \param[in] config_file Path of configuration file for deployment, e.g ser_vi_layoutxlm/infer_cfg.yml
* \param[in] custom_option RuntimeOption for inference, the default will use cpu, and choose the backend defined in `valid_cpu_backends`
* \param[in] model_format Model format of the loaded model, default is Paddle format
*/
StructureV2SERViLayoutXLMModel(const std::string& model_file,
const std::string& params_file,
const std::string& config_file,
const RuntimeOption& custom_option = RuntimeOption(),
const ModelFormat& model_format = ModelFormat::PADDLE);
/** \brief Clone a new StructureV2SERViLayoutXLMModel with less memory usage when multiple instances of the same model are created
*
* \return new StructureV2SERViLayoutXLMModel* type unique pointer
*/
virtual std::unique_ptr<StructureV2SERViLayoutXLMModel> Clone() const;
/// Get model's name
virtual std::string ModelName() const {
return "StructureV2SERViLayoutXLMModel";
}
protected:
bool Initialize();
};
} // namespace ocr
} // namespace vision
} // namespace fastdeploy