64 lines
2.2 KiB
C
64 lines
2.2 KiB
C
/*
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* Copyright (c) 2018 Sergey Lavrushkin
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*
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* This file is part of FFmpeg.
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*
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* FFmpeg is free software; you can redistribute it and/or
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* modify it under the terms of the GNU Lesser General Public
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* License as published by the Free Software Foundation; either
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* version 2.1 of the License, or (at your option) any later version.
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*
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* FFmpeg is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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* Lesser General Public License for more details.
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*
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* You should have received a copy of the GNU Lesser General Public
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* License along with FFmpeg; if not, write to the Free Software
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* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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*/
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/**
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* @file
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* DNN inference engine interface.
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*/
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#ifndef AVFILTER_DNN_INTERFACE_H
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#define AVFILTER_DNN_INTERFACE_H
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typedef enum {DNN_SUCCESS, DNN_ERROR} DNNReturnType;
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typedef enum {DNN_NATIVE, DNN_TF} DNNBackendType;
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typedef enum {DNN_SRCNN} DNNDefaultModel;
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typedef struct DNNData{
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float* data;
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int width, height, channels;
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} DNNData;
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typedef struct DNNModel{
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// Stores model that can be different for different backends.
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void* model;
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// Sets model input and output, while allocating additional memory for intermediate calculations.
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// Should be called at least once before model execution.
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DNNReturnType (*set_input_output)(void* model, const DNNData* input, const DNNData* output);
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} DNNModel;
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// Stores pointers to functions for loading, executing, freeing DNN models for one of the backends.
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typedef struct DNNModule{
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// Loads model and parameters from given file. Returns NULL if it is not possible.
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DNNModel* (*load_model)(const char* model_filename);
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// Loads one of the default models
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DNNModel* (*load_default_model)(DNNDefaultModel model_type);
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// Executes model with specified input and output. Returns DNN_ERROR otherwise.
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DNNReturnType (*execute_model)(const DNNModel* model);
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// Frees memory allocated for model.
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void (*free_model)(DNNModel** model);
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} DNNModule;
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// Initializes DNNModule depending on chosen backend.
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DNNModule* ff_get_dnn_module(DNNBackendType backend_type);
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#endif
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