/* * This file is part of FFmpeg. * * FFmpeg is free software; you can redistribute it and/or * modify it under the terms of the GNU Lesser General Public * License as published by the Free Software Foundation; either * version 2.1 of the License, or (at your option) any later version. * * FFmpeg is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Lesser General Public License for more details. * * You should have received a copy of the GNU Lesser General Public * License along with FFmpeg; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA */ #include "dnn_filter_common.h" int ff_dnn_init(DnnContext *ctx, DNNFunctionType func_type, AVFilterContext *filter_ctx) { if (!ctx->model_filename) { av_log(filter_ctx, AV_LOG_ERROR, "model file for network is not specified\n"); return AVERROR(EINVAL); } if (!ctx->model_inputname) { av_log(filter_ctx, AV_LOG_ERROR, "input name of the model network is not specified\n"); return AVERROR(EINVAL); } if (!ctx->model_outputname) { av_log(filter_ctx, AV_LOG_ERROR, "output name of the model network is not specified\n"); return AVERROR(EINVAL); } ctx->dnn_module = ff_get_dnn_module(ctx->backend_type); if (!ctx->dnn_module) { av_log(filter_ctx, AV_LOG_ERROR, "could not create DNN module for requested backend\n"); return AVERROR(ENOMEM); } if (!ctx->dnn_module->load_model) { av_log(filter_ctx, AV_LOG_ERROR, "load_model for network is not specified\n"); return AVERROR(EINVAL); } ctx->model = (ctx->dnn_module->load_model)(ctx->model_filename, func_type, ctx->backend_options, filter_ctx); if (!ctx->model) { av_log(filter_ctx, AV_LOG_ERROR, "could not load DNN model\n"); return AVERROR(EINVAL); } if (!ctx->dnn_module->execute_model_async && ctx->async) { ctx->async = 0; av_log(filter_ctx, AV_LOG_WARNING, "this backend does not support async execution, roll back to sync.\n"); } #if !HAVE_PTHREAD_CANCEL if (ctx->async) { ctx->async = 0; av_log(filter_ctx, AV_LOG_WARNING, "pthread is not supported, roll back to sync.\n"); } #endif return 0; } int ff_dnn_set_frame_proc(DnnContext *ctx, FramePrePostProc pre_proc, FramePrePostProc post_proc) { ctx->model->frame_pre_proc = pre_proc; ctx->model->frame_post_proc = post_proc; return 0; } int ff_dnn_set_detect_post_proc(DnnContext *ctx, DetectPostProc post_proc) { ctx->model->detect_post_proc = post_proc; return 0; } DNNReturnType ff_dnn_get_input(DnnContext *ctx, DNNData *input) { return ctx->model->get_input(ctx->model->model, input, ctx->model_inputname); } DNNReturnType ff_dnn_get_output(DnnContext *ctx, int input_width, int input_height, int *output_width, int *output_height) { return ctx->model->get_output(ctx->model->model, ctx->model_inputname, input_width, input_height, ctx->model_outputname, output_width, output_height); } DNNReturnType ff_dnn_execute_model(DnnContext *ctx, AVFrame *in_frame, AVFrame *out_frame) { return (ctx->dnn_module->execute_model)(ctx->model, ctx->model_inputname, in_frame, (const char **)&ctx->model_outputname, 1, out_frame); } DNNReturnType ff_dnn_execute_model_async(DnnContext *ctx, AVFrame *in_frame, AVFrame *out_frame) { return (ctx->dnn_module->execute_model_async)(ctx->model, ctx->model_inputname, in_frame, (const char **)&ctx->model_outputname, 1, out_frame); } DNNAsyncStatusType ff_dnn_get_async_result(DnnContext *ctx, AVFrame **in_frame, AVFrame **out_frame) { return (ctx->dnn_module->get_async_result)(ctx->model, in_frame, out_frame); } DNNReturnType ff_dnn_flush(DnnContext *ctx) { return (ctx->dnn_module->flush)(ctx->model); } void ff_dnn_uninit(DnnContext *ctx) { if (ctx->dnn_module) { (ctx->dnn_module->free_model)(&ctx->model); av_freep(&ctx->dnn_module); } }