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

// AUTOGENERATED COPYRIGHT HEADER START
// Copyright (C) 2021-2023 Michael Fabian 'Xaymar' Dirks <info@xaymar.com>
// AUTOGENERATED COPYRIGHT HEADER END

#include "filter-upscaling.hpp"
#include "obs/gs/gs-helper.hpp"
#include "plugin.hpp"
#include "util/util-logging.hpp"

#include "warning-disable.hpp"
#include <algorithm>
#include "warning-enable.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
#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;

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[] = {
	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);
	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(upscaling_provider::INVALID), _provider_ui(upscaling_provider::INVALID), _provider_ready(false), _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
		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
	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
		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;
	}

#if defined(ENABLE_PROFILING) && !defined(D_PLATFORM_MAC) && _DEBUG
	::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.
#if defined(ENABLE_PROFILING) && !defined(D_PLATFORM_MAC) && _DEBUG
			::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
#if defined(ENABLE_PROFILING) && !defined(D_PLATFORM_MAC) && _DEBUG
				::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.
#if defined(ENABLE_PROFILING) && !defined(D_PLATFORM_MAC) && _DEBUG
			::streamfx::obs::gs::debug_marker profiler1{::streamfx::obs::gs::debug_color_convert, "Process"};
#endif
			switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
			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.
#if defined(ENABLE_PROFILING) && !defined(D_PLATFORM_MAC) && _DEBUG
		::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::task_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
		case upscaling_provider::NVIDIA_SUPERRESOLUTION:
			nvvfxsr_unload();
			break;
#endif
		default:
			break;
		}

		// 4. Load the new provider.
		switch (_provider) {
#ifdef ENABLE_FILTER_UPSCALING_NVIDIA
		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), 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
	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;
}