obs-StreamFX/source/filters/filter-upscaling.cpp

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// Copyright (c) 2020 Michael Fabian Dirks <info@xaymar.com>
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
#include "filter-upscaling.hpp"
#include <algorithm>
#include "obs/gs/gs-helper.hpp"
#include "plugin.hpp"
#include "util/util-logging.hpp"
#ifdef _DEBUG
#define ST_PREFIX "<%s> "
#define D_LOG_ERROR(x, ...) P_LOG_ERROR(ST_PREFIX##x, __FUNCTION_SIG__, __VA_ARGS__)
#define D_LOG_WARNING(x, ...) P_LOG_WARN(ST_PREFIX##x, __FUNCTION_SIG__, __VA_ARGS__)
#define D_LOG_INFO(x, ...) P_LOG_INFO(ST_PREFIX##x, __FUNCTION_SIG__, __VA_ARGS__)
#define D_LOG_DEBUG(x, ...) P_LOG_DEBUG(ST_PREFIX##x, __FUNCTION_SIG__, __VA_ARGS__)
#else
#define ST_PREFIX "<filter::video_superresolution> "
#define D_LOG_ERROR(...) P_LOG_ERROR(ST_PREFIX __VA_ARGS__)
#define D_LOG_WARNING(...) P_LOG_WARN(ST_PREFIX __VA_ARGS__)
#define D_LOG_INFO(...) P_LOG_INFO(ST_PREFIX __VA_ARGS__)
#define D_LOG_DEBUG(...) P_LOG_DEBUG(ST_PREFIX __VA_ARGS__)
#endif
#define ST_I18N "Filter.Upscaling"
#define ST_KEY_PROVIDER "Provider"
#define ST_I18N_PROVIDER ST_I18N "." ST_KEY_PROVIDER
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#define ST_I18N_PROVIDER_NVIDIA_SUPERRES ST_I18N_PROVIDER ".NVIDIA.SuperResolution"
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
#define ST_KEY_NVIDIA_SUPERRES "NVIDIA.SuperRes"
#define ST_I18N_NVIDIA_SUPERRES ST_I18N "." ST_KEY_NVIDIA_SUPERRES
#define ST_KEY_NVIDIA_SUPERRES_STRENGTH "NVIDIA.SuperRes.Strength"
#define ST_I18N_NVIDIA_SUPERRES_STRENGTH ST_I18N "." ST_KEY_NVIDIA_SUPERRES_STRENGTH
#define ST_I18N_NVIDIA_SUPERRES_STRENGTH_WEAK ST_I18N_NVIDIA_SUPERRES_STRENGTH ".Weak"
#define ST_I18N_NVIDIA_SUPERRES_STRENGTH_STRONG ST_I18N_NVIDIA_SUPERRES_STRENGTH ".Strong"
#define ST_KEY_NVIDIA_SUPERRES_SCALE "NVIDIA.SuperRes.Scale"
#define ST_I18N_NVIDIA_SUPERRES_SCALE ST_I18N "." ST_KEY_NVIDIA_SUPERRES_SCALE
#endif
using streamfx::filter::upscaling::upscaling_factory;
using streamfx::filter::upscaling::upscaling_instance;
using streamfx::filter::upscaling::upscaling_provider;
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static constexpr std::string_view HELP_URL = "https://github.com/Xaymar/obs-StreamFX/wiki/Filter-Upscaling";
/** Priority of providers for automatic selection if more than one is available.
*
*/
static upscaling_provider provider_priority[] = {
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upscaling_provider::NVIDIA_SUPERRESOLUTION,
};
const char* streamfx::filter::upscaling::cstring(upscaling_provider provider)
{
switch (provider) {
case upscaling_provider::INVALID:
return "N/A";
case upscaling_provider::AUTOMATIC:
return D_TRANSLATE(S_STATE_AUTOMATIC);
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
return D_TRANSLATE(ST_I18N_PROVIDER_NVIDIA_SUPERRES);
default:
throw std::runtime_error("Missing Conversion Entry");
}
}
std::string streamfx::filter::upscaling::string(upscaling_provider provider)
{
return cstring(provider);
}
//------------------------------------------------------------------------------
// Instance
//------------------------------------------------------------------------------
upscaling_instance::upscaling_instance(obs_data_t* data, obs_source_t* self)
: obs::source_instance(data, self),
_in_size(1, 1), _out_size(1, 1), _provider_ready(false), _provider(upscaling_provider::INVALID), _provider_lock(),
_provider_task(), _input(), _output(), _dirty(false)
{
D_LOG_DEBUG("Initializating... (Addr: 0x%" PRIuPTR ")", this);
{
::streamfx::obs::gs::context gctx;
// Create the render target for the input buffering.
_input = std::make_shared<::streamfx::obs::gs::rendertarget>(GS_RGBA_UNORM, GS_ZS_NONE);
_input->render(1, 1); // Preallocate the RT on the driver and GPU.
_output = _input->get_texture();
// Load the required effect.
_standard_effect =
std::make_shared<::streamfx::obs::gs::effect>(::streamfx::data_file_path("effects/standard.effect"));
// Create Samplers
_channel0_sampler = std::make_shared<::streamfx::obs::gs::sampler>();
_channel0_sampler->set_filter(gs_sample_filter::GS_FILTER_LINEAR);
_channel0_sampler->set_address_mode_u(GS_ADDRESS_CLAMP);
_channel0_sampler->set_address_mode_v(GS_ADDRESS_CLAMP);
_channel1_sampler = std::make_shared<::streamfx::obs::gs::sampler>();
_channel1_sampler->set_filter(gs_sample_filter::GS_FILTER_LINEAR);
_channel1_sampler->set_address_mode_u(GS_ADDRESS_CLAMP);
_channel1_sampler->set_address_mode_v(GS_ADDRESS_CLAMP);
}
if (data) {
load(data);
}
}
upscaling_instance::~upscaling_instance()
{
D_LOG_DEBUG("Finalizing... (Addr: 0x%" PRIuPTR ")", this);
{ // Unload the underlying effect ASAP.
std::unique_lock<std::mutex> ul(_provider_lock);
// De-queue the underlying task.
if (_provider_task) {
streamfx::threadpool()->pop(_provider_task);
_provider_task->await_completion();
_provider_task.reset();
}
// TODO: Make this asynchronous.
switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_unload();
break;
#endif
default:
break;
}
}
}
void upscaling_instance::load(obs_data_t* data)
{
update(data);
}
void upscaling_instance::migrate(obs_data_t* data, uint64_t version) {}
void upscaling_instance::update(obs_data_t* data)
{
// Check if the user changed which Denoising provider we use.
upscaling_provider provider = static_cast<upscaling_provider>(obs_data_get_int(data, ST_KEY_PROVIDER));
if (provider == upscaling_provider::AUTOMATIC) {
provider = upscaling_factory::get()->find_ideal_provider();
}
// Check if the provider was changed, and if so switch.
if (provider != _provider) {
_provider_ui = provider;
switch_provider(provider);
}
if (_provider_ready) {
std::unique_lock<std::mutex> ul(_provider_lock);
switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_update(data);
break;
#endif
default:
break;
}
}
}
void streamfx::filter::upscaling::upscaling_instance::properties(obs_properties_t* properties)
{
switch (_provider_ui) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_properties(properties);
break;
#endif
default:
break;
}
}
uint32_t streamfx::filter::upscaling::upscaling_instance::get_width()
{
return std::max<uint32_t>(_out_size.first, 1);
}
uint32_t streamfx::filter::upscaling::upscaling_instance::get_height()
{
return std::max<uint32_t>(_out_size.second, 1);
}
void upscaling_instance::video_tick(float_t time)
{
auto target = obs_filter_get_target(_self);
auto width = obs_source_get_base_width(target);
auto height = obs_source_get_base_height(target);
_in_size = {width, height};
_out_size = _in_size;
// Allow the provider to restrict the size.
if (target && _provider_ready) {
std::unique_lock<std::mutex> ul(_provider_lock);
switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_size();
break;
#endif
default:
break;
}
}
_dirty = true;
}
void upscaling_instance::video_render(gs_effect_t* effect)
{
auto parent = obs_filter_get_parent(_self);
auto target = obs_filter_get_target(_self);
auto width = obs_source_get_base_width(target);
auto height = obs_source_get_base_height(target);
vec4 blank = vec4{0, 0, 0, 0};
// Ensure we have the bare minimum of valid information.
target = target ? target : parent;
effect = effect ? effect : obs_get_base_effect(OBS_EFFECT_DEFAULT);
// Skip the filter if:
// - The Provider isn't ready yet.
// - We don't have a target.
// - The width/height of the next filter in the chain is empty.
if (!_provider_ready || !target || (width == 0) || (height == 0)) {
obs_source_skip_video_filter(_self);
return;
}
#ifdef ENABLE_PROFILING
::streamfx::obs::gs::debug_marker profiler0{::streamfx::obs::gs::debug_color_source, "StreamFX Upscaling"};
::streamfx::obs::gs::debug_marker profiler0_0{::streamfx::obs::gs::debug_color_gray, "'%s' on '%s'",
obs_source_get_name(_self), obs_source_get_name(parent)};
#endif
if (_dirty) {
// Lock the provider from being changed.
std::unique_lock<std::mutex> ul(_provider_lock);
{ // Capture the incoming frame.
#ifdef ENABLE_PROFILING
::streamfx::obs::gs::debug_marker profiler1{::streamfx::obs::gs::debug_color_capture, "Capture"};
#endif
if (obs_source_process_filter_begin(_self, GS_RGBA, OBS_ALLOW_DIRECT_RENDERING)) {
auto op = _input->render(_in_size.first, _in_size.second);
// Matrix
gs_matrix_push();
gs_ortho(0., 1., 0., 1., 0., 1.);
// Clear the buffer
gs_clear(GS_CLEAR_COLOR | GS_CLEAR_DEPTH, &blank, 0, 0);
// Set GPU state
gs_blend_state_push();
gs_enable_color(true, true, true, true);
gs_enable_blending(false);
gs_enable_depth_test(false);
gs_enable_stencil_test(false);
gs_set_cull_mode(GS_NEITHER);
// Render
#ifdef ENABLE_PROFILING
::streamfx::obs::gs::debug_marker profiler2{::streamfx::obs::gs::debug_color_capture, "Storage"};
#endif
obs_source_process_filter_end(_self, obs_get_base_effect(OBS_EFFECT_DEFAULT), 1, 1);
// Reset GPU state
gs_blend_state_pop();
gs_matrix_pop();
} else {
obs_source_skip_video_filter(_self);
return;
}
}
try { // Process the captured input with the provider.
#ifdef ENABLE_PROFILING
::streamfx::obs::gs::debug_marker profiler1{::streamfx::obs::gs::debug_color_convert, "Process"};
#endif
switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_process();
break;
#endif
default:
_output.reset();
break;
}
} catch (...) {
obs_source_skip_video_filter(_self);
return;
}
if (!_output) {
D_LOG_ERROR("Provider '%s' did not return a result.", cstring(_provider));
obs_source_skip_video_filter(_self);
return;
}
_dirty = false;
}
{ // Draw the result for the next filter to use.
#ifdef ENABLE_PROFILING
::streamfx::obs::gs::debug_marker profiler1{::streamfx::obs::gs::debug_color_render, "Render"};
#endif
if (_standard_effect->has_parameter("InputA", ::streamfx::obs::gs::effect_parameter::type::Texture)) {
_standard_effect->get_parameter("InputA").set_texture(_output);
}
if (_standard_effect->has_parameter("InputB", ::streamfx::obs::gs::effect_parameter::type::Texture)) {
_standard_effect->get_parameter("InputB").set_texture(_input->get_texture());
}
while (gs_effect_loop(_standard_effect->get_object(), "RestoreAlpha")) {
gs_draw_sprite(nullptr, 0, _out_size.first, _out_size.second);
}
}
}
struct switch_provider_data_t {
upscaling_provider provider;
};
void streamfx::filter::upscaling::upscaling_instance::switch_provider(upscaling_provider provider)
{
std::unique_lock<std::mutex> ul(_provider_lock);
// Safeguard against calls made from unlocked memory.
if (provider == _provider) {
return;
}
// This doesn't work correctly.
// - Need to allow multiple switches at once because OBS is weird.
// - Doesn't guarantee that the task is properly killed off.
// Log information.
D_LOG_INFO("Instance '%s' is switching provider from '%s' to '%s'.", obs_source_get_name(_self), cstring(_provider),
cstring(provider));
// If there is an existing task, attempt to cancel it.
if (_provider_task) {
// De-queue it.
streamfx::threadpool()->pop(_provider_task);
// Await the death of the task itself.
_provider_task->await_completion();
// Clear any memory associated with it.
_provider_task.reset();
}
// Build data to pass into the task.
auto spd = std::make_shared<switch_provider_data_t>();
spd->provider = _provider;
_provider = provider;
// Then spawn a new task to switch provider.
_provider_task = streamfx::threadpool()->push(
std::bind(&upscaling_instance::task_switch_provider, this, std::placeholders::_1), spd);
}
void streamfx::filter::upscaling::upscaling_instance::task_switch_provider(util::threadpool_data_t data)
{
std::shared_ptr<switch_provider_data_t> spd = std::static_pointer_cast<switch_provider_data_t>(data);
// 1. Mark the provider as no longer ready.
_provider_ready = false;
// 2. Lock the provider from being used.
std::unique_lock<std::mutex> ul(_provider_lock);
try {
// 3. Unload the previous provider.
switch (spd->provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_unload();
break;
#endif
default:
break;
}
// 4. Load the new provider.
switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
nvvfxsr_load();
{
auto data = obs_source_get_settings(_self);
nvvfxsr_update(data);
obs_data_release(data);
}
break;
#endif
default:
break;
}
// Log information.
D_LOG_INFO("Instance '%s' switched provider from '%s' to '%s'.", obs_source_get_name(_self),
cstring(spd->provider), cstring(_provider));
// 5. Set the new provider as valid.
_provider_ready = true;
} catch (std::exception const& ex) {
// Log information.
D_LOG_ERROR("Instance '%s' failed switching provider with error: %s", obs_source_get_name(_self), ex.what());
}
}
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_load()
{
_nvidia_fx = std::make_shared<::streamfx::nvidia::vfx::superresolution>();
}
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_unload()
{
_nvidia_fx.reset();
}
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_size()
{
if (!_nvidia_fx) {
return;
}
auto in_size = _in_size;
_nvidia_fx->size(in_size, _in_size, _out_size);
}
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_process()
{
if (!_nvidia_fx) {
_output = _input->get_texture();
return;
}
_output = _nvidia_fx->process(_input->get_texture());
}
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_properties(obs_properties_t* props)
{
obs_properties_t* grp = obs_properties_create();
obs_properties_add_group(props, ST_KEY_NVIDIA_SUPERRES, D_TRANSLATE(ST_I18N_NVIDIA_SUPERRES), OBS_GROUP_NORMAL,
grp);
{
auto p =
obs_properties_add_list(grp, ST_KEY_NVIDIA_SUPERRES_STRENGTH, D_TRANSLATE(ST_I18N_NVIDIA_SUPERRES_STRENGTH),
OBS_COMBO_TYPE_LIST, OBS_COMBO_FORMAT_INT);
obs_property_list_add_int(p, D_TRANSLATE(ST_I18N_NVIDIA_SUPERRES_STRENGTH_WEAK), 0);
obs_property_list_add_int(p, D_TRANSLATE(ST_I18N_NVIDIA_SUPERRES_STRENGTH_STRONG), 1);
}
{
auto p = obs_properties_add_float_slider(grp, ST_KEY_NVIDIA_SUPERRES_SCALE,
D_TRANSLATE(ST_I18N_NVIDIA_SUPERRES_SCALE), 100.00, 400.00, .01);
obs_property_float_set_suffix(p, " %");
}
}
void streamfx::filter::upscaling::upscaling_instance::nvvfxsr_update(obs_data_t* data)
{
if (!_nvidia_fx)
return;
_nvidia_fx->set_strength(
static_cast<float>(obs_data_get_int(data, ST_KEY_NVIDIA_SUPERRES_STRENGTH) == 0 ? 0. : 1.));
_nvidia_fx->set_scale(static_cast<float>(obs_data_get_double(data, ST_KEY_NVIDIA_SUPERRES_SCALE) / 100.));
}
#endif
//------------------------------------------------------------------------------
// Factory
//------------------------------------------------------------------------------
upscaling_factory::~upscaling_factory() {}
upscaling_factory::upscaling_factory()
{
bool any_available = false;
// 1. Try and load any configured providers.
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
try {
// Load CVImage and Video Effects SDK.
_nvcuda = ::streamfx::nvidia::cuda::obs::get();
_nvcvi = ::streamfx::nvidia::cv::cv::get();
_nvvfx = ::streamfx::nvidia::vfx::vfx::get();
_nvidia_available = true;
any_available |= _nvidia_available;
} catch (const std::exception& ex) {
_nvidia_available = false;
_nvvfx.reset();
_nvcvi.reset();
_nvcuda.reset();
D_LOG_WARNING("Failed to make NVIDIA Super-Resolution available due to error: %s", ex.what());
} catch (...) {
_nvidia_available = false;
_nvvfx.reset();
_nvcvi.reset();
_nvcuda.reset();
D_LOG_WARNING("Failed to make NVIDIA Super-Resolution available.", nullptr);
}
#endif
// 2. Check if any of them managed to load at all.
if (!any_available) {
D_LOG_ERROR("All supported Super-Resolution providers failed to initialize, disabling effect.", 0);
return;
}
// 3. In any other case, register the filter!
_info.id = S_PREFIX "filter-upscaling";
_info.type = OBS_SOURCE_TYPE_FILTER;
_info.output_flags = OBS_SOURCE_VIDEO | OBS_SOURCE_CUSTOM_DRAW /*| OBS_SOURCE_SRGB*/;
support_size(true);
finish_setup();
// Proxies
register_proxy("streamfx-filter-video-superresolution");
}
const char* upscaling_factory::get_name()
{
return D_TRANSLATE(ST_I18N);
}
void upscaling_factory::get_defaults2(obs_data_t* data)
{
obs_data_set_default_int(data, ST_KEY_PROVIDER, static_cast<int64_t>(upscaling_provider::AUTOMATIC));
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
obs_data_set_default_double(data, ST_KEY_NVIDIA_SUPERRES_SCALE, 150.);
obs_data_set_default_double(data, ST_KEY_NVIDIA_SUPERRES_STRENGTH, 0.);
#endif
}
static bool modified_provider(obs_properties_t* props, obs_property_t*, obs_data_t* settings) noexcept
{
try {
return true;
} catch (const std::exception& ex) {
DLOG_ERROR("Unexpected exception in function '%s': %s.", __FUNCTION_NAME__, ex.what());
return false;
} catch (...) {
DLOG_ERROR("Unexpected exception in function '%s'.", __FUNCTION_NAME__);
return false;
}
}
obs_properties_t* upscaling_factory::get_properties2(upscaling_instance* data)
{
obs_properties_t* pr = obs_properties_create();
#ifdef ENABLE_FRONTEND
{
obs_properties_add_button2(pr, S_MANUAL_OPEN, D_TRANSLATE(S_MANUAL_OPEN), upscaling_factory::on_manual_open,
nullptr);
}
#endif
if (data) {
data->properties(pr);
}
{ // Advanced Settings
auto grp = obs_properties_create();
obs_properties_add_group(pr, S_ADVANCED, D_TRANSLATE(S_ADVANCED), OBS_GROUP_NORMAL, grp);
{
auto p = obs_properties_add_list(grp, ST_KEY_PROVIDER, D_TRANSLATE(ST_I18N_PROVIDER), OBS_COMBO_TYPE_LIST,
OBS_COMBO_FORMAT_INT);
obs_property_set_modified_callback(p, modified_provider);
obs_property_list_add_int(p, D_TRANSLATE(S_STATE_AUTOMATIC),
static_cast<int64_t>(upscaling_provider::AUTOMATIC));
obs_property_list_add_int(p, D_TRANSLATE(ST_I18N_PROVIDER_NVIDIA_SUPERRES),
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static_cast<int64_t>(upscaling_provider::NVIDIA_SUPERRESOLUTION));
}
}
return pr;
}
#ifdef ENABLE_FRONTEND
bool upscaling_factory::on_manual_open(obs_properties_t* props, obs_property_t* property, void* data)
{
try {
streamfx::open_url(HELP_URL);
return false;
} catch (const std::exception& ex) {
D_LOG_ERROR("Failed to open manual due to error: %s", ex.what());
return false;
} catch (...) {
D_LOG_ERROR("Failed to open manual due to unknown error.", "");
return false;
}
}
#endif
bool streamfx::filter::upscaling::upscaling_factory::is_provider_available(upscaling_provider provider)
{
switch (provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
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case upscaling_provider::NVIDIA_SUPERRESOLUTION:
return _nvidia_available;
#endif
default:
return false;
}
}
upscaling_provider streamfx::filter::upscaling::upscaling_factory::find_ideal_provider()
{
for (auto v : provider_priority) {
if (upscaling_factory::get()->is_provider_available(v)) {
return v;
break;
}
}
return upscaling_provider::AUTOMATIC;
}
std::shared_ptr<upscaling_factory> _video_superresolution_factory_instance = nullptr;
void upscaling_factory::initialize()
{
try {
if (!_video_superresolution_factory_instance)
_video_superresolution_factory_instance = std::make_shared<upscaling_factory>();
} catch (const std::exception& ex) {
D_LOG_ERROR("Failed to initialize due to error: %s", ex.what());
} catch (...) {
D_LOG_ERROR("Failed to initialize due to unknown error.", "");
}
}
void upscaling_factory::finalize()
{
_video_superresolution_factory_instance.reset();
}
std::shared_ptr<upscaling_factory> upscaling_factory::get()
{
return _video_superresolution_factory_instance;
}