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avfilter/vf_dnn_processing.c: use swscale for uint8<->float32 convert

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Signed-off-by: Guo, Yejun <yejun.guo@intel.com>
Reviewed-by: Pedro Arthur <bygrandao@gmail.com>
This commit is contained in:
Guo, Yejun 2020-02-20 15:25:57 +08:00
parent 31bc1c44d6
commit d86a8c056b
1 changed files with 61 additions and 20 deletions
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81
libavfilter/vf_dnn_processing.c
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@ -32,6 +32,7 @@
#include "dnn_interface.h"
#include "formats.h"
#include "internal.h"
#include "libswscale/swscale.h"
typedef struct DnnProcessingContext {
const AVClass *class;
@ -47,6 +48,9 @@ typedef struct DnnProcessingContext {
// input & output of the model at execution time
DNNData input;
DNNData output;
struct SwsContext *sws_gray8_to_grayf32;
struct SwsContext *sws_grayf32_to_gray8;
} DnnProcessingContext;
#define OFFSET(x) offsetof(DnnProcessingContext, x)
@ -211,6 +215,45 @@ static int config_input(AVFilterLink *inlink)
return 0;
}
static int prepare_sws_context(AVFilterLink *outlink)
{
AVFilterContext *context = outlink->src;
DnnProcessingContext *ctx = context->priv;
AVFilterLink *inlink = context->inputs[0];
enum AVPixelFormat fmt = inlink->format;
DNNDataType input_dt = ctx->input.dt;
DNNDataType output_dt = ctx->output.dt;
switch (fmt) {
case AV_PIX_FMT_RGB24:
case AV_PIX_FMT_BGR24:
if (input_dt == DNN_FLOAT) {
ctx->sws_gray8_to_grayf32 = sws_getContext(inlink->w * 3,
inlink->h,
AV_PIX_FMT_GRAY8,
inlink->w * 3,
inlink->h,
AV_PIX_FMT_GRAYF32,
0, NULL, NULL, NULL);
}
if (output_dt == DNN_FLOAT) {
ctx->sws_grayf32_to_gray8 = sws_getContext(outlink->w * 3,
outlink->h,
AV_PIX_FMT_GRAYF32,
outlink->w * 3,
outlink->h,
AV_PIX_FMT_GRAY8,
0, NULL, NULL, NULL);
}
return 0;
default:
//do nothing
break;
}
return 0;
}
static int config_output(AVFilterLink *outlink)
{
AVFilterContext *context = outlink->src;
@ -227,25 +270,23 @@ static int config_output(AVFilterLink *outlink)
outlink->w = ctx->output.width;
outlink->h = ctx->output.height;
prepare_sws_context(outlink);
return 0;
}
static int copy_from_frame_to_dnn(DNNData *dnn_input, const AVFrame *frame)
static int copy_from_frame_to_dnn(DnnProcessingContext *ctx, const AVFrame *frame)
{
int bytewidth = av_image_get_linesize(frame->format, frame->width, 0);
DNNData *dnn_input = &ctx->input;
switch (frame->format) {
case AV_PIX_FMT_RGB24:
case AV_PIX_FMT_BGR24:
if (dnn_input->dt == DNN_FLOAT) {
float *dnn_input_data = dnn_input->data;
for (int i = 0; i < frame->height; i++) {
for(int j = 0; j < frame->width * 3; j++) {
int k = i * frame->linesize[0] + j;
int t = i * frame->width * 3 + j;
dnn_input_data[t] = frame->data[0][k] / 255.0f;
}
}
sws_scale(ctx->sws_gray8_to_grayf32, (const uint8_t **)frame->data, frame->linesize,
0, frame->height, (uint8_t * const*)(&dnn_input->data),
(const int [4]){frame->linesize[0] * sizeof(float), 0, 0, 0});
} else {
av_assert0(dnn_input->dt == DNN_UINT8);
av_image_copy_plane(dnn_input->data, bytewidth,
@ -266,22 +307,19 @@ static int copy_from_frame_to_dnn(DNNData *dnn_input, const AVFrame *frame)
return 0;
}
static int copy_from_dnn_to_frame(AVFrame *frame, const DNNData *dnn_output)
static int copy_from_dnn_to_frame(DnnProcessingContext *ctx, AVFrame *frame)
{
int bytewidth = av_image_get_linesize(frame->format, frame->width, 0);
DNNData *dnn_output = &ctx->output;
switch (frame->format) {
case AV_PIX_FMT_RGB24:
case AV_PIX_FMT_BGR24:
if (dnn_output->dt == DNN_FLOAT) {
float *dnn_output_data = dnn_output->data;
for (int i = 0; i < frame->height; i++) {
for(int j = 0; j < frame->width * 3; j++) {
int k = i * frame->linesize[0] + j;
int t = i * frame->width * 3 + j;
frame->data[0][k] = av_clip_uintp2((int)(dnn_output_data[t] * 255.0f), 8);
}
}
sws_scale(ctx->sws_grayf32_to_gray8, (const uint8_t *[4]){(const uint8_t *)dnn_output->data, 0, 0, 0},
(const int[4]){frame->linesize[0] * sizeof(float), 0, 0, 0},
0, frame->height, (uint8_t * const*)frame->data, frame->linesize);
} else {
av_assert0(dnn_output->dt == DNN_UINT8);
av_image_copy_plane(frame->data[0], frame->linesize[0],
@ -318,7 +356,7 @@ static int filter_frame(AVFilterLink *inlink, AVFrame *in)
DNNReturnType dnn_result;
AVFrame *out;
copy_from_frame_to_dnn(&ctx->input, in);
copy_from_frame_to_dnn(ctx, in);
dnn_result = (ctx->dnn_module->execute_model)(ctx->model, &ctx->output, 1);
if (dnn_result != DNN_SUCCESS){
@ -334,7 +372,7 @@ static int filter_frame(AVFilterLink *inlink, AVFrame *in)
}
av_frame_copy_props(out, in);
copy_from_dnn_to_frame(out, &ctx->output);
copy_from_dnn_to_frame(ctx, out);
av_frame_free(&in);
return ff_filter_frame(outlink, out);
}
@ -343,6 +381,9 @@ static av_cold void uninit(AVFilterContext *ctx)
{
DnnProcessingContext *context = ctx->priv;
sws_freeContext(context->sws_gray8_to_grayf32);
sws_freeContext(context->sws_grayf32_to_gray8);
if (context->dnn_module)
(context->dnn_module->free_model)(&context->model);