niobures's picture
ffmpeg (v6.0/v7.x), gensim, numpy, opencv
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#include <opencv2/imgproc.hpp>
#include "api/render_ocv.hpp"
#include <opencv2/gapi/cpu/gcpukernel.hpp>
#include <opencv2/gapi/fluid/core.hpp>
struct RenderOCVState
{
std::shared_ptr<cv::gapi::wip::draw::FTTextRender> ftpr;
};
GAPI_OCV_KERNEL_ST(RenderBGROCVImpl, cv::gapi::wip::draw::GRenderBGR, RenderOCVState)
{
static void run(const cv::Mat& in,
const cv::gapi::wip::draw::Prims& prims,
cv::Mat& out,
RenderOCVState& state)
{
// NB: If in and out cv::Mats are the same object
// we can avoid copy and render on out cv::Mat
// It's work if this kernel is last operation in the graph
if (in.data != out.data) {
in.copyTo(out);
}
cv::gapi::wip::draw::drawPrimitivesOCVBGR(out, prims, state.ftpr);
}
static void setup(const cv::GMatDesc& /* in */,
const cv::GArrayDesc& /* prims */,
std::shared_ptr<RenderOCVState>& state,
const cv::GCompileArgs& args)
{
using namespace cv::gapi::wip::draw;
auto opt_freetype_font = cv::gapi::getCompileArg<freetype_font>(args);
state = std::make_shared<RenderOCVState>();
if (opt_freetype_font.has_value())
{
state->ftpr = std::make_shared<FTTextRender>(opt_freetype_font->path);
}
}
};
GAPI_OCV_KERNEL_ST(RenderNV12OCVImpl, cv::gapi::wip::draw::GRenderNV12, RenderOCVState)
{
static void run(const cv::Mat& in_y,
const cv::Mat& in_uv,
const cv::gapi::wip::draw::Prims& prims,
cv::Mat& out_y,
cv::Mat& out_uv,
RenderOCVState& state)
{
// NB: If in and out cv::Mats are the same object
// we can avoid copy and render on out cv::Mat
// It's work if this kernel is last operation in the graph
if (in_y.data != out_y.data) {
in_y.copyTo(out_y);
}
if (in_uv.data != out_uv.data) {
in_uv.copyTo(out_uv);
}
/* FIXME How to render correctly on NV12 format ?
*
* Rendering on NV12 via OpenCV looks like this:
*
* y --------> 1)(NV12 -> YUV) -> yuv -> 2)draw -> yuv -> 3)split -------> out_y
* ^ |
* | |
* uv -------------- `----------> out_uv
*
*
* 1) Collect yuv mat from two planes, uv plain in two times less than y plane
* so, upsample uv in tow times, with bilinear interpolation
*
* 2) Render primitives on YUV
*
* 3) Convert yuv to NV12 (using bilinear interpolation)
*
*/
// NV12 -> YUV
cv::Mat upsample_uv, yuv;
cv::resize(in_uv, upsample_uv, in_uv.size() * 2, cv::INTER_LINEAR);
cv::merge(std::vector<cv::Mat>{in_y, upsample_uv}, yuv);
cv::gapi::wip::draw::drawPrimitivesOCVYUV(yuv, prims, state.ftpr);
// YUV -> NV12
cv::Mat out_u, out_v, uv_plane;
std::vector<cv::Mat> chs = {out_y, out_u, out_v};
cv::split(yuv, chs);
cv::merge(std::vector<cv::Mat>{chs[1], chs[2]}, uv_plane);
cv::resize(uv_plane, out_uv, uv_plane.size() / 2, cv::INTER_LINEAR);
}
static void setup(const cv::GMatDesc& /* in_y */,
const cv::GMatDesc& /* in_uv */,
const cv::GArrayDesc& /* prims */,
std::shared_ptr<RenderOCVState>& state,
const cv::GCompileArgs& args)
{
using namespace cv::gapi::wip::draw;
auto has_freetype_font = cv::gapi::getCompileArg<freetype_font>(args);
state = std::make_shared<RenderOCVState>();
if (has_freetype_font)
{
state->ftpr = std::make_shared<FTTextRender>(has_freetype_font->path);
}
}
};
GAPI_OCV_KERNEL_ST(RenderFrameOCVImpl, cv::gapi::wip::draw::GRenderFrame, RenderOCVState)
{
static void run(const cv::MediaFrame & in,
const cv::gapi::wip::draw::Prims & prims,
cv::MediaFrame & out,
RenderOCVState & state)
{
GAPI_Assert(in.desc().fmt == cv::MediaFormat::NV12);
// FIXME: consider a better approach (aka native inplace operation)
// Non-intuitive logic with shared_ptr Priv class
out = in;
auto desc = out.desc();
cv::Mat upsample_uv, yuv;
{
auto r_in = in.access(cv::MediaFrame::Access::R);
auto in_y = cv::Mat(desc.size, CV_8UC1, r_in.ptr[0], r_in.stride[0]);
auto in_uv = cv::Mat(desc.size / 2, CV_8UC2, r_in.ptr[1], r_in.stride[1]);
/* FIXME How to render correctly on NV12 format ?
*
* Rendering on NV12 via OpenCV looks like this:
*
* y --------> 1)(NV12 -> YUV) -> yuv -> 2)draw -> yuv -> 3)split -------> out_y
* ^ |
* | |
* uv -------------- `----------> out_uv
*
*
* 1) Collect yuv mat from two planes, uv plain in two times less than y plane
* so, upsample uv in two times, with bilinear interpolation
*
* 2) Render primitives on YUV
*
* 3) Convert yuv to NV12 (using bilinear interpolation)
*
*/
// NV12 -> YUV
cv::resize(in_uv, upsample_uv, in_uv.size() * 2, cv::INTER_LINEAR);
cv::merge(std::vector<cv::Mat>{in_y, upsample_uv}, yuv);
}
cv::gapi::wip::draw::drawPrimitivesOCVYUV(yuv, prims, state.ftpr);
// YUV -> NV12
{
auto w_out = out.access(cv::MediaFrame::Access::W);
auto out_y = cv::Mat(desc.size, CV_8UC1, w_out.ptr[0], w_out.stride[0]);
auto out_uv = cv::Mat(desc.size / 2, CV_8UC2, w_out.ptr[1], w_out.stride[1]);
cv::Mat out_u, out_v, uv_plane;
std::vector<cv::Mat> chs = { out_y, out_u, out_v };
cv::split(yuv, chs);
cv::merge(std::vector<cv::Mat>{chs[1], chs[2]}, uv_plane);
cv::resize(uv_plane, out_uv, uv_plane.size() / 2, cv::INTER_LINEAR);
}
}
static void setup(const cv::GFrameDesc& /* in_nv12 */,
const cv::GArrayDesc& /* prims */,
std::shared_ptr<RenderOCVState>&state,
const cv::GCompileArgs & args)
{
using namespace cv::gapi::wip::draw;
auto has_freetype_font = cv::gapi::getCompileArg<freetype_font>(args);
state = std::make_shared<RenderOCVState>();
if (has_freetype_font)
{
state->ftpr = std::make_shared<FTTextRender>(has_freetype_font->path);
}
}
};
cv::GKernelPackage cv::gapi::render::ocv::kernels()
{
const static auto pkg = cv::gapi::kernels<RenderBGROCVImpl, RenderNV12OCVImpl, RenderFrameOCVImpl>();
return pkg;
}