diff --git a/.github/scripts/.build-deps.zsh b/.github/scripts/.build-deps.zsh
index 06a25686..06b0ad20 100755
--- a/.github/scripts/.build-deps.zsh
+++ b/.github/scripts/.build-deps.zsh
@@ -302,6 +302,7 @@ Usage: %B${functrace[1]%:*}%b <option> [<options>]
         log_info "Configure OpenCV (x86_64) ..."
         cmake -S . -B build_x86_64 ${opencv_cmake_args_common} \
           -DCMAKE_OSX_ARCHITECTURES=x86_64 \
+          -DCMAKE_PROJECT_INCLUDE="${SCRIPT_HOME}/opencv-force-processor-x86_64.cmake" \
           -DCMAKE_INSTALL_PREFIX="${opencv_install_x86}" \
           -DWITH_IPP=OFF
 
@@ -344,7 +345,7 @@ Usage: %B${functrace[1]%:*}%b <option> [<options>]
           -DCMAKE_OSX_DEPLOYMENT_TARGET=${DEPLOYMENT_TARGET:-10.15}
           -DSW_BUILD=OFF
           -DOPENJPEG_SUPPORT=OFF
-          -DLIBWEBP_SUPPORT=OFF
+          -DENABLE_WEBP=OFF
           -DCMAKE_DISABLE_FIND_PACKAGE_GIF=TRUE
           -DCMAKE_DISABLE_FIND_PACKAGE_JPEG=TRUE
           -DCMAKE_DISABLE_FIND_PACKAGE_TIFF=TRUE
diff --git a/.github/scripts/opencv-force-processor-x86_64.cmake b/.github/scripts/opencv-force-processor-x86_64.cmake
new file mode 100644
index 00000000..6577a767
--- /dev/null
+++ b/.github/scripts/opencv-force-processor-x86_64.cmake
@@ -0,0 +1,7 @@
+# Injected via CMAKE_PROJECT_INCLUDE after opencv's project() call. Forces
+# CMAKE_SYSTEM_PROCESSOR into the cache so that third-party subdirectories
+# (mlas) that read the cache directly see x86_64 instead of the arm64 host
+# processor on Apple Silicon CI runners.
+set(CMAKE_SYSTEM_PROCESSOR
+    x86_64
+    CACHE INTERNAL "" FORCE)
diff --git a/.github/workflows/build-project.yaml b/.github/workflows/build-project.yaml
index 9c4ae1c8..04652cd4 100644
--- a/.github/workflows/build-project.yaml
+++ b/.github/workflows/build-project.yaml
@@ -6,7 +6,7 @@ on:
         description: "Project name detected by parsing build spec file"
         value: ${{ jobs.check-event.outputs.pluginName }}
 env:
-  DEP_DIR: .deps/advss-build-dependencies-5
+  DEP_DIR: .deps/advss-build-dependencies-6
 jobs:
   check-event:
     name: Check GitHub Event Data 🔎
diff --git a/plugins/video/CMakeLists.txt b/plugins/video/CMakeLists.txt
index 00df44b2..2ad6297a 100644
--- a/plugins/video/CMakeLists.txt
+++ b/plugins/video/CMakeLists.txt
@@ -30,10 +30,29 @@ if(OS_LINUX AND NOT Leptonica_FOUND)
   endif()
 endif()
 
+# --- Check cascade classifier availability ---
+# CascadeClassifier was moved to the xobjdetect contrib module in OpenCV 5
+if(OpenCV_VERSION_MAJOR LESS 5
+   OR OpenCV_xobjdetect_FOUND
+   OR "opencv_xobjdetect" IN_LIST OpenCV_LIBS)
+  set(ADVSS_CASCADE_SUPPORT ON)
+else()
+  message(
+    WARNING
+      "Cascade classifier support disabled!\n"
+      "OpenCV 5+ requires the opencv_xobjdetect contrib module.\n\n"
+      "Rebuild OpenCV with -DBUILD_LIST=...,xobjdetect and -DOPENCV_EXTRA_MODULES_PATH=<opencv_contrib>/modules"
+  )
+endif()
+
 # --- End of section ---
 
 add_library(${PROJECT_NAME} MODULE)
 
+if(ADVSS_CASCADE_SUPPORT)
+  target_compile_definitions(${PROJECT_NAME} PRIVATE ADVSS_CASCADE_SUPPORT)
+endif()
+
 if(Leptonica_FOUND AND Tesseract_FOUND)
   target_compile_definitions(${PROJECT_NAME} PRIVATE OCR_SUPPORT)
   target_link_libraries(${PROJECT_NAME} PRIVATE Tesseract::libtesseract
@@ -54,8 +73,11 @@ target_sources(
   ${PROJECT_NAME}
   PRIVATE area-selection.cpp
           area-selection.hpp
+          cascade-classifier-detector.cpp
+          cascade-classifier-detector.hpp
           macro-condition-video.cpp
           macro-condition-video.hpp
+          object-detector.hpp
           opencv-helpers.cpp
           opencv-helpers.hpp
           parameter-wrappers.cpp
@@ -63,7 +85,12 @@ target_sources(
           preview-dialog.cpp
           preview-dialog.hpp
           screenshot-dialog.cpp
-          screenshot-dialog.hpp)
+          screenshot-dialog.hpp
+          video-edit-area.cpp
+          video-edit-brightness.cpp
+          video-edit-color.cpp
+          video-edit-object.cpp
+          video-edit-ocr.cpp)
 
 setup_advss_plugin(${PROJECT_NAME})
 set_target_properties(${PROJECT_NAME} PROPERTIES PREFIX "")
diff --git a/plugins/video/area-selection.cpp b/plugins/video/area-selection.cpp
index db7da0e2..0cbd1152 100644
--- a/plugins/video/area-selection.cpp
+++ b/plugins/video/area-selection.cpp
@@ -1,8 +1,9 @@
 #include "area-selection.hpp"
+#include "obs-module-helper.hpp"
+
 #include <QHBoxLayout>
-#include <QVBoxLayout>
 #include <QLabel>
-#include <obs-module-helper.hpp>
+#include <QVBoxLayout>
 
 namespace advss {
 
diff --git a/plugins/video/area-selection.hpp b/plugins/video/area-selection.hpp
index 82dda507..4708b4b2 100644
--- a/plugins/video/area-selection.hpp
+++ b/plugins/video/area-selection.hpp
@@ -1,10 +1,11 @@
 #pragma once
-#include <variable-spinbox.hpp>
+#include "variable-spinbox.hpp"
 
-#include <QWidget>
 #include <obs-data.h>
 #include <opencv2/opencv.hpp>
 
+#include <QWidget>
+
 namespace advss {
 
 struct Size {
diff --git a/plugins/video/cascade-classifier-detector.cpp b/plugins/video/cascade-classifier-detector.cpp
new file mode 100644
index 00000000..9f24e77e
--- /dev/null
+++ b/plugins/video/cascade-classifier-detector.cpp
@@ -0,0 +1,109 @@
+#include "cascade-classifier-detector.hpp"
+
+#ifdef ADVSS_CASCADE_SUPPORT
+
+#include "opencv-helpers.hpp"
+#include "log-helper.hpp"
+
+#if CV_VERSION_MAJOR < 5
+#include <opencv2/objdetect.hpp>
+#else
+#include <opencv2/xobjdetect.hpp>
+#endif
+
+namespace advss {
+
+struct CascadeClassifierDetector::Impl {
+	cv::CascadeClassifier cascade;
+};
+
+CascadeClassifierDetector::CascadeClassifierDetector()
+	: _impl(std::make_unique<Impl>())
+{
+}
+
+CascadeClassifierDetector::~CascadeClassifierDetector() = default;
+
+bool CascadeClassifierDetector::IsSupported()
+{
+	return true;
+}
+
+bool CascadeClassifierDetector::Load(const std::string &modelPath)
+{
+	try {
+		if (!_impl->cascade.load(modelPath)) {
+			blog(LOG_WARNING, "failed to load cascade model \"%s\"",
+			     modelPath.c_str());
+			return false;
+		}
+	} catch (...) {
+		blog(LOG_WARNING, "failed to load cascade model \"%s\"",
+		     modelPath.c_str());
+		return false;
+	}
+	return !_impl->cascade.empty();
+}
+
+bool CascadeClassifierDetector::IsLoaded() const
+{
+	return !_impl->cascade.empty();
+}
+
+std::vector<cv::Rect> CascadeClassifierDetector::Detect(QImage &img)
+{
+	if (img.isNull() || _impl->cascade.empty()) {
+		return {};
+	}
+
+	auto image = QImageToMat(img);
+	cv::Mat frameGray;
+	cv::cvtColor(image, frameGray, cv::COLOR_RGBA2GRAY);
+	cv::equalizeHist(frameGray, frameGray);
+
+	std::vector<cv::Rect> objects;
+	try {
+		_impl->cascade.detectMultiScale(frameGray, objects, scaleFactor,
+						minNeighbors, 0, minSize,
+						maxSize);
+	} catch (const std::exception &e) {
+		vblog(LOG_INFO, "detectMultiScale failed: %s", e.what());
+	}
+	return objects;
+}
+
+} // namespace advss
+
+#else // ADVSS_CASCADE_SUPPORT
+
+namespace advss {
+
+struct CascadeClassifierDetector::Impl {};
+
+CascadeClassifierDetector::CascadeClassifierDetector()
+	: _impl(std::make_unique<Impl>())
+{
+}
+
+CascadeClassifierDetector::~CascadeClassifierDetector() = default;
+
+bool CascadeClassifierDetector::IsSupported()
+{
+	return false;
+}
+bool CascadeClassifierDetector::Load(const std::string &)
+{
+	return false;
+}
+bool CascadeClassifierDetector::IsLoaded() const
+{
+	return false;
+}
+std::vector<cv::Rect> CascadeClassifierDetector::Detect(QImage &)
+{
+	return {};
+}
+
+} // namespace advss
+
+#endif // ADVSS_CASCADE_SUPPORT
diff --git a/plugins/video/cascade-classifier-detector.hpp b/plugins/video/cascade-classifier-detector.hpp
new file mode 100644
index 00000000..3d432b17
--- /dev/null
+++ b/plugins/video/cascade-classifier-detector.hpp
@@ -0,0 +1,27 @@
+#pragma once
+#include "object-detector.hpp"
+#include <memory>
+
+namespace advss {
+
+class CascadeClassifierDetector : public ObjectDetector {
+public:
+	CascadeClassifierDetector();
+	~CascadeClassifierDetector() override;
+
+	static bool IsSupported();
+	bool Load(const std::string &modelPath) override;
+	bool IsLoaded() const override;
+	std::vector<cv::Rect> Detect(QImage &img) override;
+
+	double scaleFactor = 1.1;
+	int minNeighbors = 3;
+	cv::Size minSize{0, 0};
+	cv::Size maxSize{0, 0};
+
+private:
+	struct Impl;
+	std::unique_ptr<Impl> _impl;
+};
+
+} // namespace advss
diff --git a/plugins/video/macro-condition-video.cpp b/plugins/video/macro-condition-video.cpp
index de2d58c3..600013be 100644
--- a/plugins/video/macro-condition-video.cpp
+++ b/plugins/video/macro-condition-video.cpp
@@ -1,17 +1,15 @@
 #include "macro-condition-video.hpp"
+#include "cascade-classifier-detector.hpp"
 #include "screenshot-dialog.hpp"
+#include "layout-helpers.hpp"
+#include "macro-condition-edit.hpp"
+#include "plugin-state-helpers.hpp"
+#include "selection-helpers.hpp"
+#include "ui-helpers.hpp"
 
-#include <layout-helpers.hpp>
-#include <macro-condition-edit.hpp>
-#include <plugin-state-helpers.hpp>
 #include <QBuffer>
-#include <QDesktopServices>
 #include <QFileDialog>
 #include <QMessageBox>
-#include <QtGlobal>
-#include <QToolTip>
-#include <ui-helpers.hpp>
-#include <selection-helpers.hpp>
 
 namespace advss {
 
@@ -22,30 +20,6 @@ bool MacroConditionVideo::_registered = MacroConditionFactory::Register(
 	{MacroConditionVideo::Create, MacroConditionVideoEdit::Create,
 	 "AdvSceneSwitcher.condition.video"});
 
-const static std::map<VideoCondition, std::string> conditionTypes = {
-	{VideoCondition::MATCH,
-	 "AdvSceneSwitcher.condition.video.condition.match"},
-	{VideoCondition::DIFFER,
-	 "AdvSceneSwitcher.condition.video.condition.differ"},
-	{VideoCondition::HAS_NOT_CHANGED,
-	 "AdvSceneSwitcher.condition.video.condition.hasNotChanged"},
-	{VideoCondition::HAS_CHANGED,
-	 "AdvSceneSwitcher.condition.video.condition.hasChanged"},
-	{VideoCondition::NO_IMAGE,
-	 "AdvSceneSwitcher.condition.video.condition.noImage"},
-	{VideoCondition::PATTERN,
-	 "AdvSceneSwitcher.condition.video.condition.pattern"},
-	{VideoCondition::OBJECT,
-	 "AdvSceneSwitcher.condition.video.condition.object"},
-	{VideoCondition::BRIGHTNESS,
-	 "AdvSceneSwitcher.condition.video.condition.brightness"},
-#ifdef OCR_SUPPORT
-	{VideoCondition::OCR, "AdvSceneSwitcher.condition.video.condition.ocr"},
-#endif
-	{VideoCondition::COLOR,
-	 "AdvSceneSwitcher.condition.video.condition.color"},
-};
-
 const static std::map<VideoInput::Type, std::string> videoInputTypes = {
 	{VideoInput::Type::OBS_MAIN_OUTPUT,
 	 "AdvSceneSwitcher.condition.video.type.main"},
@@ -64,27 +38,6 @@ const static std::map<cv::TemplateMatchModes, std::string> patternMatchModes = {
 	 "AdvSceneSwitcher.condition.video.patternMatchMode.squaredDifference"},
 };
 
-const static std::map<tesseract::PageSegMode, std::string> pageSegModes = {
-	{tesseract::PageSegMode::PSM_SINGLE_COLUMN,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleColumn"},
-	{tesseract::PageSegMode::PSM_SINGLE_BLOCK_VERT_TEXT,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleBlockVertText"},
-	{tesseract::PageSegMode::PSM_SINGLE_BLOCK,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleBlock"},
-	{tesseract::PageSegMode::PSM_SINGLE_LINE,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleLine"},
-	{tesseract::PageSegMode::PSM_SINGLE_WORD,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleWord"},
-	{tesseract::PageSegMode::PSM_CIRCLE_WORD,
-	 "AdvSceneSwitcher.condition.video.ocrMode.circleWord"},
-	{tesseract::PageSegMode::PSM_SINGLE_CHAR,
-	 "AdvSceneSwitcher.condition.video.ocrMode.singleChar"},
-	{tesseract::PageSegMode::PSM_SPARSE_TEXT,
-	 "AdvSceneSwitcher.condition.video.ocrMode.sparseText"},
-	{tesseract::PageSegMode::PSM_SPARSE_TEXT_OSD,
-	 "AdvSceneSwitcher.condition.video.ocrMode.sparseTextOSD"},
-};
-
 static bool requiresFileInput(VideoCondition t)
 {
 	return t == VideoCondition::MATCH || t == VideoCondition::DIFFER ||
@@ -94,7 +47,7 @@ static bool requiresFileInput(VideoCondition t)
 bool MacroConditionVideo::CheckShouldBeSkipped()
 {
 	if (_condition != VideoCondition::PATTERN &&
-	    _condition != VideoCondition::OBJECT &&
+	    _condition != VideoCondition::OBJECT_CASCADE &&
 	    _condition != VideoCondition::HAS_CHANGED &&
 	    _condition != VideoCondition::HAS_NOT_CHANGED) {
 		return false;
@@ -185,7 +138,7 @@ bool MacroConditionVideo::Save(obs_data_t *obj) const
 			  _blockUntilScreenshotDone);
 	_brightnessThreshold.Save(obj, "brightnessThreshold");
 	_patternMatchParameters.Save(obj);
-	_objMatchParameters.Save(obj);
+	_cascadeMatchParameters.Save(obj);
 	_ocrParameters.Save(obj);
 	_colorParameters.Save(obj);
 	obs_data_set_bool(obj, "throttleEnabled", _throttleEnabled);
@@ -211,7 +164,7 @@ bool MacroConditionVideo::Load(obs_data_t *obj)
 		_brightnessThreshold.Load(obj, "brightnessThreshold");
 	}
 	_patternMatchParameters.Load(obj);
-	_objMatchParameters.Load(obj);
+	_cascadeMatchParameters.Load(obj);
 	_ocrParameters.Load(obj);
 	_colorParameters.Load(obj);
 	_throttleEnabled = obs_data_get_bool(obj, "throttleEnabled");
@@ -378,15 +331,11 @@ bool MacroConditionVideo::OutputChanged()
 
 bool MacroConditionVideo::ScreenshotContainsObject()
 {
-	auto model = _objMatchParameters.GetModel();
-	if (!model) {
+	auto *detector = _cascadeMatchParameters.GetDetector();
+	if (!detector) {
 		return false;
 	}
-	auto objects = MatchObject(_screenshotData.GetImage(), *model,
-				   _objMatchParameters.scaleFactor,
-				   _objMatchParameters.minNeighbors,
-				   _objMatchParameters.minSize.CV(),
-				   _objMatchParameters.maxSize.CV());
+	auto objects = detector->Detect(_screenshotData.GetImage());
 	const auto count = objects.size();
 	SetTempVarValue("objectCount", std::to_string(count));
 	return count > 0;
@@ -463,7 +412,7 @@ bool MacroConditionVideo::Compare()
 		return _screenshotData.GetImage().isNull();
 	case VideoCondition::PATTERN:
 		return ScreenshotContainsPattern();
-	case VideoCondition::OBJECT:
+	case VideoCondition::OBJECT_CASCADE:
 		return ScreenshotContainsObject();
 	case VideoCondition::BRIGHTNESS:
 		return CheckBrightnessThreshold();
@@ -531,7 +480,7 @@ void MacroConditionVideo::SetupTempVars()
 			obs_module_text(
 				"AdvSceneSwitcher.tempVar.video.matchHeight.description"));
 		break;
-	case VideoCondition::OBJECT:
+	case VideoCondition::OBJECT_CASCADE:
 		AddTempvar(
 			"objectCount",
 			obs_module_text(
@@ -584,18 +533,41 @@ static inline void populateVideoInputSelection(QComboBox *list)
 
 static inline void populateConditionSelection(QComboBox *list)
 {
+	const static std::vector<std::pair<VideoCondition, std::string>>
+		conditionTypes = {
+			{VideoCondition::MATCH,
+			 "AdvSceneSwitcher.condition.video.condition.match"},
+			{VideoCondition::DIFFER,
+			 "AdvSceneSwitcher.condition.video.condition.differ"},
+			{VideoCondition::HAS_NOT_CHANGED,
+			 "AdvSceneSwitcher.condition.video.condition.hasNotChanged"},
+			{VideoCondition::HAS_CHANGED,
+			 "AdvSceneSwitcher.condition.video.condition.hasChanged"},
+			{VideoCondition::NO_IMAGE,
+			 "AdvSceneSwitcher.condition.video.condition.noImage"},
+			{VideoCondition::PATTERN,
+			 "AdvSceneSwitcher.condition.video.condition.pattern"},
+			{VideoCondition::OBJECT_CASCADE,
+			 "AdvSceneSwitcher.condition.video.condition.object"},
+			{VideoCondition::BRIGHTNESS,
+			 "AdvSceneSwitcher.condition.video.condition.brightness"},
+#ifdef OCR_SUPPORT
+			{VideoCondition::OCR,
+			 "AdvSceneSwitcher.condition.video.condition.ocr"},
+#endif
+			{VideoCondition::COLOR,
+			 "AdvSceneSwitcher.condition.video.condition.color"},
+		};
+
 	for (auto &[value, name] : conditionTypes) {
 		list->addItem(obs_module_text(name.c_str()),
 			      static_cast<int>(value));
 	}
-}
-
-static inline void populatePageSegModeSelection(QComboBox *list)
-{
-	for (const auto &[mode, name] : pageSegModes) {
-		list->addItem(obs_module_text(name.c_str()),
-			      static_cast<int>(mode));
-	}
+	SetRowVisibleByValue(
+		list,
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.condition.object"),
+		CascadeClassifierDetector::IsSupported());
 }
 
 static inline void populatePatternMatchModeSelection(QComboBox *list)
@@ -606,628 +578,6 @@ static inline void populatePatternMatchModeSelection(QComboBox *list)
 	}
 }
 
-BrightnessEdit::BrightnessEdit(QWidget *parent,
-			       const std::shared_ptr<MacroConditionVideo> &data)
-	: QWidget(parent),
-	  _threshold(new SliderSpinBox(
-		  0., 1.,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.brightnessThreshold"),
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.brightnessThresholdDescription"))),
-	  _current(new QLabel),
-	  _entryData(data)
-{
-	auto layout = new QVBoxLayout;
-	layout->setContentsMargins(0, 0, 0, 0);
-	layout->addWidget(_threshold);
-	layout->addWidget(_current);
-	setLayout(layout);
-
-	QWidget::connect(
-		_threshold,
-		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
-		this,
-		SLOT(BrightnessThresholdChanged(
-			const NumberVariable<double> &)));
-	QWidget::connect(&_timer, &QTimer::timeout, this,
-			 &BrightnessEdit::UpdateCurrentBrightness);
-	_timer.start(1000);
-
-	_threshold->SetDoubleValue(_entryData->_brightnessThreshold);
-	_loading = false;
-}
-
-void BrightnessEdit::UpdateCurrentBrightness()
-{
-	QString text = obs_module_text(
-		"AdvSceneSwitcher.condition.video.currentBrightness");
-	_current->setText(text.arg(_entryData->GetCurrentBrightness()));
-}
-
-void BrightnessEdit::BrightnessThresholdChanged(const DoubleVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_brightnessThreshold = value;
-}
-
-static void openFileInEditor(const std::string &filepath)
-{
-	const auto path = QString::fromStdString(filepath);
-	const QFileInfo fileInfo(path);
-	if (!fileInfo.exists()) {
-		QFile file(path);
-		if (!file.open(QIODevice::WriteOnly)) {
-			DisplayMessage(obs_module_text(
-				"AdvSceneSwitcher.condition.video.ocrOpenConfig.createFailed"));
-			return;
-		}
-		file.close();
-	}
-
-	QUrl fileUrl = QUrl::fromLocalFile(path);
-	if (!QDesktopServices::openUrl(fileUrl)) {
-		DisplayMessage(obs_module_text(
-			"AdvSceneSwitcher.condition.video.ocrOpenConfig.openFailed"));
-	}
-}
-
-OCREdit::OCREdit(QWidget *parent, PreviewDialog *previewDialog,
-		 const std::shared_ptr<MacroConditionVideo> &data)
-	: QWidget(parent),
-	  _matchText(new VariableTextEdit(this)),
-	  _regex(new RegexConfigWidget(this)),
-	  _colorButton(new VariableColorButton(
-		  this,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.selectColor"))),
-	  _colorThreshold(new SliderSpinBox(
-		  0., 1.,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorDeviationThreshold"),
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorDeviationThresholdDescription"),
-		  true)),
-	  _pageSegMode(new QComboBox()),
-	  _tesseractBaseDir(new FileSelection(FileSelection::Type::FOLDER)),
-	  _languageCode(new VariableLineEdit(this)),
-	  _useConfig(new QCheckBox(obs_module_text(
-		  "AdvSceneSwitcher.condition.video.ocrUseConfigFile"))),
-	  _configFile(new FileSelection(FileSelection::Type::WRITE, this)),
-	  _openConfigFile(new QPushButton(obs_module_text(
-		  "AdvSceneSwitcher.condition.video.ocrOpenConfigFile"))),
-	  _reloadConfig(new QPushButton()),
-	  _configLayout(new QHBoxLayout()),
-	  _previewDialog(previewDialog),
-	  _entryData(data)
-{
-	populatePageSegModeSelection(_pageSegMode);
-
-	_reloadConfig->setMaximumWidth(22);
-	SetButtonIcon(_reloadConfig, GetThemeTypeName() == "Light"
-					     ? ":res/images/refresh.svg"
-					     : "theme:Dark/refresh.svg");
-	_reloadConfig->setToolTip(obs_module_text(
-		"AdvSceneSwitcher.condition.video.ocrConfigReload"));
-
-	QWidget::connect(_colorButton,
-			 SIGNAL(ColorVariableChanged(const ColorVariable &)),
-			 this, SLOT(ColorChanged(const ColorVariable &)));
-	QWidget::connect(
-		_colorThreshold,
-		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
-		this,
-		SLOT(ColorThresholdChanged(const NumberVariable<double> &)));
-	QWidget::connect(_matchText, SIGNAL(textChanged()), this,
-			 SLOT(MatchTextChanged()));
-	QWidget::connect(_regex,
-			 SIGNAL(RegexConfigChanged(const RegexConfig &)), this,
-			 SLOT(RegexChanged(const RegexConfig &)));
-	QWidget::connect(_pageSegMode, SIGNAL(currentIndexChanged(int)), this,
-			 SLOT(PageSegModeChanged(int)));
-	QWidget::connect(_tesseractBaseDir,
-			 SIGNAL(PathChanged(const QString &)), this,
-			 SLOT(TesseractBaseDirChanged(const QString &)));
-	QWidget::connect(_languageCode, SIGNAL(editingFinished()), this,
-			 SLOT(LanguageChanged()));
-	QWidget::connect(_useConfig, SIGNAL(stateChanged(int)), this,
-			 SLOT(UseConfigChanged(int)));
-	QWidget::connect(_configFile, SIGNAL(PathChanged(const QString &)),
-			 this, SLOT(ConfigFileChanged(const QString &)));
-	QWidget::connect(_openConfigFile, &QPushButton::clicked, [this](bool) {
-		openFileInEditor(
-			_entryData->_ocrParameters.GetCustomConfigFile());
-	});
-	QWidget::connect(_reloadConfig, &QPushButton::clicked, [this](bool) {
-		GUARD_LOADING_AND_LOCK();
-		_entryData->_ocrParameters.EnableCustomConfig(true);
-		_previewDialog->OCRParametersChanged(
-			_entryData->_ocrParameters);
-	});
-
-	auto configFileHint = new QLabel();
-	const QString path = GetThemeTypeName() == "Light"
-				     ? ":/res/images/help.svg"
-				     : ":/res/images/help_light.svg";
-	const QIcon icon(path);
-	const QPixmap pixmap = icon.pixmap(QSize(16, 16));
-	configFileHint->setPixmap(pixmap);
-	configFileHint->setToolTip(obs_module_text(
-		"AdvSceneSwitcher.condition.video.ocrConfigHint"));
-
-	const std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
-		{"{{color}}", _colorButton},
-		{"{{textType}}", _pageSegMode},
-		{"{{tesseractBaseDir}}", _tesseractBaseDir},
-		{"{{languageCode}}", _languageCode},
-		{"{{configFile}}", _configFile},
-		{"{{openConfigFile}}", _openConfigFile},
-		{"{{reloadConfig}}", _reloadConfig},
-		{"{{configFileHint}}", configFileHint},
-	};
-
-	auto layout = new QVBoxLayout();
-	layout->setContentsMargins(0, 0, 0, 0);
-	auto textLayout = new QHBoxLayout();
-	textLayout->setContentsMargins(0, 0, 0, 0);
-	textLayout->addWidget(_matchText);
-	textLayout->addWidget(_regex);
-	layout->addLayout(textLayout);
-	auto pageModeSegLayout = new QHBoxLayout();
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.ocrTextType"),
-		pageModeSegLayout, widgetPlaceholders);
-	layout->addLayout(pageModeSegLayout);
-	auto baseDirLayout = new QHBoxLayout();
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.ocrBaseDir"),
-		baseDirLayout, widgetPlaceholders, false);
-	layout->addLayout(baseDirLayout);
-	auto languageLayout = new QHBoxLayout();
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.ocrLanguage"),
-		languageLayout, widgetPlaceholders);
-	layout->addLayout(languageLayout);
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.ocrConfig"),
-		_configLayout, widgetPlaceholders, false);
-	layout->addWidget(_useConfig);
-	layout->addLayout(_configLayout);
-	auto colorPickLayout = new QHBoxLayout();
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.ocrColorPick"),
-		colorPickLayout, widgetPlaceholders);
-	layout->addLayout(colorPickLayout);
-	layout->addWidget(_colorThreshold);
-	setLayout(layout);
-
-	_matchText->setPlainText(_entryData->_ocrParameters.text);
-	_regex->SetRegexConfig(_entryData->_ocrParameters.regex);
-	_colorButton->SetValue(_entryData->_ocrParameters.color);
-	_colorThreshold->SetDoubleValue(
-		_entryData->_ocrParameters.colorThreshold);
-	_pageSegMode->setCurrentIndex(_pageSegMode->findData(
-		static_cast<int>(_entryData->_ocrParameters.GetPageMode())));
-	_tesseractBaseDir->SetPath(
-		_entryData->_ocrParameters.GetTesseractBasePath());
-	_languageCode->setText(_entryData->_ocrParameters.GetLanguageCode());
-	_useConfig->setChecked(
-		_entryData->_ocrParameters.CustomConfigIsEnabled());
-	_configFile->SetPath(_entryData->_ocrParameters.GetCustomConfigFile());
-	SetLayoutVisible(_configLayout,
-			 _entryData->_ocrParameters.CustomConfigIsEnabled());
-	_loading = false;
-}
-
-void OCREdit::ColorChanged(const ColorVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.color = value;
-
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::ColorThresholdChanged(const DoubleVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.colorThreshold = value;
-
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::MatchTextChanged()
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.text =
-		_matchText->toPlainText().toUtf8().constData();
-
-	adjustSize();
-	updateGeometry();
-
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::RegexChanged(const RegexConfig &conf)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.regex = conf;
-	adjustSize();
-	updateGeometry();
-
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::PageSegModeChanged(int idx)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->SetPageSegMode(static_cast<tesseract::PageSegMode>(
-		_pageSegMode->itemData(idx).toInt()));
-
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::TesseractBaseDirChanged(const QString &path)
-{
-	GUARD_LOADING_AND_LOCK();
-	if (!_entryData->SetTesseractBaseDir(path.toStdString())) {
-		const QString message(obs_module_text(
-			"AdvSceneSwitcher.condition.video.ocrLanguageNotFound"));
-		const QDir dataDir(path);
-		const QString fileName(_languageCode->text() + ".traineddata");
-		DisplayMessage(message.arg(fileName, dataDir.absolutePath()));
-
-		// Reset to previous value
-		const QSignalBlocker b(this);
-		_tesseractBaseDir->SetPath(
-			_entryData->_ocrParameters.GetTesseractBasePath());
-		return;
-	}
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::LanguageChanged()
-{
-	GUARD_LOADING_AND_LOCK();
-	if (!_entryData->SetLanguageCode(_languageCode->text().toStdString())) {
-		const QString message(obs_module_text(
-			"AdvSceneSwitcher.condition.video.ocrLanguageNotFound"));
-		const QDir dataDir(QString::fromStdString(
-			_entryData->_ocrParameters.GetTesseractBasePath()));
-		const QString fileName(_languageCode->text() + ".traineddata");
-		DisplayMessage(message.arg(fileName, dataDir.absolutePath()));
-
-		// Reset to previous value
-		const QSignalBlocker b(this);
-		_languageCode->setText(
-			_entryData->_ocrParameters.GetLanguageCode());
-		return;
-	}
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::UseConfigChanged(int value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.EnableCustomConfig(value);
-	SetLayoutVisible(_configLayout, value);
-	adjustSize();
-	updateGeometry();
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-void OCREdit::ConfigFileChanged(const QString &path)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_ocrParameters.SetCustomConfigFile(path.toStdString());
-	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
-}
-
-ObjectDetectEdit::ObjectDetectEdit(
-	QWidget *parent, PreviewDialog *previewDialog,
-	const std::shared_ptr<MacroConditionVideo> &data)
-	: QWidget(parent),
-	  _modelDataPath(new FileSelection()),
-	  _objectScaleThreshold(new SliderSpinBox(
-		  1.1, 5.,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.objectScaleThreshold"),
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.objectScaleThresholdDescription"))),
-	  _minNeighbors(new QSpinBox()),
-	  _minNeighborsDescription(new QLabel(obs_module_text(
-		  "AdvSceneSwitcher.condition.video.minNeighborDescription"))),
-	  _minSize(new SizeSelection(0, 1024)),
-	  _maxSize(new SizeSelection(0, 4096)),
-	  _previewDialog(previewDialog),
-	  _entryData(data)
-{
-	_minNeighbors->setMinimum(minMinNeighbors);
-	_minNeighbors->setMaximum(maxMinNeighbors);
-
-	QWidget::connect(
-		_objectScaleThreshold,
-		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
-		this,
-		SLOT(ObjectScaleThresholdChanged(
-			const NumberVariable<double> &)));
-	QWidget::connect(_minNeighbors, SIGNAL(valueChanged(int)), this,
-			 SLOT(MinNeighborsChanged(int)));
-	QWidget::connect(_minSize, SIGNAL(SizeChanged(Size)), this,
-			 SLOT(MinSizeChanged(Size)));
-	QWidget::connect(_maxSize, SIGNAL(SizeChanged(Size)), this,
-			 SLOT(MaxSizeChanged(Size)));
-	QWidget::connect(_modelDataPath, SIGNAL(PathChanged(const QString &)),
-			 this, SLOT(ModelPathChanged(const QString &)));
-
-	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
-		{"{{minNeighbors}}", _minNeighbors},
-		{"{{minSize}}", _minSize},
-		{"{{maxSize}}", _maxSize},
-		{"{{modelDataPath}}", _modelDataPath},
-	};
-
-	auto pathLayout = new QHBoxLayout;
-	pathLayout->setContentsMargins(0, 0, 0, 0);
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.modelPath"),
-		pathLayout, widgetPlaceholders);
-
-	auto neighborsLayout = new QHBoxLayout;
-	neighborsLayout->setContentsMargins(0, 0, 0, 0);
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.minNeighbor"),
-		neighborsLayout, widgetPlaceholders);
-
-	auto sizeGrid = new QGridLayout;
-	sizeGrid->addWidget(
-		new QLabel(obs_module_text(
-			"AdvSceneSwitcher.condition.video.minSize")),
-		0, 0);
-	sizeGrid->addWidget(_minSize, 0, 1);
-	sizeGrid->addWidget(
-		new QLabel(obs_module_text(
-			"AdvSceneSwitcher.condition.video.maxSize")),
-		1, 0);
-	sizeGrid->addWidget(_maxSize, 1, 1);
-	auto sizeLayout = new QHBoxLayout;
-	sizeLayout->setContentsMargins(0, 0, 0, 0);
-	sizeLayout->addLayout(sizeGrid);
-	sizeLayout->addStretch();
-
-	auto layout = new QVBoxLayout();
-	layout->setContentsMargins(0, 0, 0, 0);
-	layout->addLayout(pathLayout);
-	layout->addLayout(neighborsLayout);
-	layout->addLayout(sizeLayout);
-	setLayout(layout);
-
-	_modelDataPath->SetPath(_entryData->_objMatchParameters.GetModelPath());
-	_objectScaleThreshold->SetDoubleValue(
-		_entryData->_objMatchParameters.scaleFactor);
-	_minNeighbors->setValue(_entryData->_objMatchParameters.minNeighbors);
-	_minSize->SetSize(_entryData->_objMatchParameters.minSize);
-	_maxSize->SetSize(_entryData->_objMatchParameters.maxSize);
-	_loading = false;
-}
-
-void ObjectDetectEdit::ObjectScaleThresholdChanged(const DoubleVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_objMatchParameters.scaleFactor = value;
-	_previewDialog->ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
-}
-
-void ObjectDetectEdit::MinNeighborsChanged(int value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_objMatchParameters.minNeighbors = value;
-	_previewDialog->ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
-}
-
-void ObjectDetectEdit::MinSizeChanged(advss::Size value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_objMatchParameters.minSize = value;
-	_previewDialog->ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
-}
-
-void ObjectDetectEdit::MaxSizeChanged(advss::Size value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_objMatchParameters.maxSize = value;
-	_previewDialog->ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
-}
-
-void ObjectDetectEdit::ModelPathChanged(const QString &text)
-{
-	if (_loading || !_entryData) {
-		return;
-	}
-
-	bool dataLoaded = false;
-	{
-		auto lock = LockContext();
-		std::string path = text.toStdString();
-		dataLoaded = _entryData->_objMatchParameters.SetModelPath(path);
-	}
-	if (!dataLoaded) {
-		DisplayMessage(obs_module_text(
-			"AdvSceneSwitcher.condition.video.modelLoadFail"));
-	}
-	_previewDialog->ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
-}
-
-ColorEdit::ColorEdit(QWidget *parent,
-		     const std::shared_ptr<MacroConditionVideo> &data)
-	: QWidget(parent),
-	  _matchThreshold(new SliderSpinBox(
-		  0., 1.,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorMatchThreshold"),
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorMatchThresholdDescription"),
-		  true)),
-	  _colorThreshold(new SliderSpinBox(
-		  0., 1.,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorDeviationThreshold"),
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.colorDeviationThresholdDescription"),
-		  true)),
-	  _colorButton(new VariableColorButton(
-		  this,
-		  obs_module_text(
-			  "AdvSceneSwitcher.condition.video.selectColor"))),
-	  _entryData(data)
-{
-	QWidget::connect(_colorButton,
-			 SIGNAL(ColorVariableChanged(const ColorVariable &)),
-			 this, SLOT(ColorChanged(const ColorVariable &)));
-	QWidget::connect(
-		_matchThreshold,
-		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
-		this,
-		SLOT(MatchThresholdChanged(const NumberVariable<double> &)));
-	QWidget::connect(
-		_colorThreshold,
-		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
-		this,
-		SLOT(ColorThresholdChanged(const NumberVariable<double> &)));
-
-	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
-		{"{{color}}", _colorButton},
-	};
-
-	auto colorLayout = new QHBoxLayout;
-	PlaceWidgets(obs_module_text(
-			     "AdvSceneSwitcher.condition.video.layout.color"),
-		     colorLayout, widgetPlaceholders);
-
-	auto layout = new QVBoxLayout;
-	layout->setContentsMargins(0, 0, 0, 0);
-	layout->addLayout(colorLayout);
-	layout->addWidget(_colorThreshold);
-	layout->addWidget(_matchThreshold);
-	setLayout(layout);
-
-	_matchThreshold->SetDoubleValue(
-		_entryData->_colorParameters.matchThreshold);
-	_colorThreshold->SetDoubleValue(
-		_entryData->_colorParameters.colorThreshold);
-	_colorButton->SetValue(_entryData->_colorParameters.color);
-	_loading = false;
-}
-
-void ColorEdit::ColorChanged(const ColorVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_colorParameters.color = value;
-}
-
-void ColorEdit::MatchThresholdChanged(const DoubleVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_colorParameters.matchThreshold = value;
-}
-
-void ColorEdit::ColorThresholdChanged(const DoubleVariable &value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_colorParameters.colorThreshold = value;
-}
-
-AreaEdit::AreaEdit(QWidget *parent, PreviewDialog *previewDialog,
-		   const std::shared_ptr<MacroConditionVideo> &data)
-	: QWidget(parent),
-	  _checkAreaEnable(new QCheckBox(obs_module_text(
-		  "AdvSceneSwitcher.condition.video.layout.checkAreaEnable"))),
-	  _checkArea(new AreaSelection(0, 99999)),
-	  _selectArea(new QPushButton(obs_module_text(
-		  "AdvSceneSwitcher.condition.video.selectArea"))),
-	  _previewDialog(previewDialog),
-	  _entryData(data)
-{
-	QWidget::connect(_checkAreaEnable, SIGNAL(stateChanged(int)), this,
-			 SLOT(CheckAreaEnableChanged(int)));
-	QWidget::connect(_checkArea, SIGNAL(AreaChanged(Area)), this,
-			 SLOT(CheckAreaChanged(Area)));
-	QWidget::connect(_selectArea, SIGNAL(clicked()), this,
-			 SLOT(SelectAreaClicked()));
-	QWidget::connect(_previewDialog, SIGNAL(SelectionAreaChanged(QRect)),
-			 this, SLOT(CheckAreaChanged(QRect)));
-
-	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
-		{"{{checkAreaEnable}}", _checkAreaEnable},
-		{"{{checkArea}}", _checkArea},
-		{"{{selectArea}}", _selectArea},
-	};
-
-	auto layout = new QHBoxLayout;
-	layout->setContentsMargins(0, 0, 0, 0);
-	PlaceWidgets(
-		obs_module_text(
-			"AdvSceneSwitcher.condition.video.layout.checkArea"),
-		layout, widgetPlaceholders);
-	setLayout(layout);
-
-	_checkAreaEnable->setChecked(_entryData->_areaParameters.enable);
-	_checkArea->SetArea(_entryData->_areaParameters.area);
-	SetWidgetVisibility();
-	_loading = false;
-}
-
-void AreaEdit::SetWidgetVisibility()
-{
-	_checkArea->setVisible(_entryData->_areaParameters.enable);
-	_selectArea->setVisible(_entryData->_areaParameters.enable);
-	adjustSize();
-	updateGeometry();
-}
-
-void AreaEdit::SelectAreaClicked()
-{
-	_previewDialog->show();
-	_previewDialog->raise();
-	_previewDialog->activateWindow();
-	_previewDialog->SelectArea();
-}
-
-void AreaEdit::CheckAreaEnableChanged(int value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_areaParameters.enable = value;
-	SetWidgetVisibility();
-	_previewDialog->AreaParametersChanged(_entryData->_areaParameters);
-	emit Resized();
-}
-
-void AreaEdit::CheckAreaChanged(Area value)
-{
-	GUARD_LOADING_AND_LOCK();
-	_entryData->_areaParameters.area = value;
-	_previewDialog->AreaParametersChanged(_entryData->_areaParameters);
-}
-
-void AreaEdit::CheckAreaChanged(QRect rect)
-{
-	const QSignalBlocker b(_checkArea);
-	Area area{rect.topLeft().x(), rect.y(), rect.width(), rect.height()};
-	_checkArea->SetArea(area);
-	CheckAreaChanged(area);
-}
-
 static QStringList getVideoSourcesList()
 {
 	auto sources = GetVideoSourceNames();
@@ -1263,7 +613,8 @@ MacroConditionVideoEdit::MacroConditionVideoEdit(
 	  _previewDialog(this),
 	  _brightness(new BrightnessEdit(this, entryData)),
 	  _ocr(new OCREdit(this, &_previewDialog, entryData)),
-	  _objectDetect(new ObjectDetectEdit(this, &_previewDialog, entryData)),
+	  _cascadeClassifierEdit(
+		  new CascadeClassifierEdit(this, &_previewDialog, entryData)),
 	  _color(new ColorEdit(this, entryData)),
 	  _area(new AreaEdit(this, &_previewDialog, entryData)),
 	  _throttleControlLayout(new QHBoxLayout),
@@ -1292,8 +643,8 @@ MacroConditionVideoEdit::MacroConditionVideoEdit(
 				   QSizePolicy::Preferred);
 	_ocr->setSizePolicy(QSizePolicy::MinimumExpanding,
 			    QSizePolicy::Preferred);
-	_objectDetect->setSizePolicy(QSizePolicy::MinimumExpanding,
-				     QSizePolicy::Preferred);
+	_cascadeClassifierEdit->setSizePolicy(QSizePolicy::MinimumExpanding,
+					      QSizePolicy::Preferred);
 	_color->setSizePolicy(QSizePolicy::MinimumExpanding,
 			      QSizePolicy::Preferred);
 	_area->setSizePolicy(QSizePolicy::MinimumExpanding,
@@ -1392,7 +743,7 @@ MacroConditionVideoEdit::MacroConditionVideoEdit(
 	mainLayout->addLayout(_patternMatchModeLayout);
 	mainLayout->addWidget(_brightness);
 	mainLayout->addWidget(_ocr);
-	mainLayout->addWidget(_objectDetect);
+	mainLayout->addWidget(_cascadeClassifierEdit);
 	mainLayout->addWidget(_color);
 	mainLayout->addLayout(_throttleControlLayout);
 	mainLayout->addWidget(_area);
@@ -1634,13 +985,14 @@ void MacroConditionVideoEdit::ShowMatchClicked()
 static bool needsShowMatch(VideoCondition cond)
 {
 	return cond == VideoCondition::PATTERN ||
-	       cond == VideoCondition::OBJECT || cond == VideoCondition::OCR;
+	       cond == VideoCondition::OBJECT_CASCADE ||
+	       cond == VideoCondition::OCR;
 }
 
 static bool needsThrottleControls(VideoCondition cond)
 {
 	return cond == VideoCondition::PATTERN ||
-	       cond == VideoCondition::OBJECT ||
+	       cond == VideoCondition::OBJECT_CASCADE ||
 	       cond == VideoCondition::HAS_CHANGED ||
 	       cond == VideoCondition::HAS_NOT_CHANGED;
 }
@@ -1681,8 +1033,8 @@ void MacroConditionVideoEdit::SetWidgetVisibility()
 				VideoCondition::BRIGHTNESS);
 	_showMatch->setVisible(needsShowMatch(_entryData->GetCondition()));
 	_ocr->setVisible(_entryData->GetCondition() == VideoCondition::OCR);
-	_objectDetect->setVisible(_entryData->GetCondition() ==
-				  VideoCondition::OBJECT);
+	_cascadeClassifierEdit->setVisible(_entryData->GetCondition() ==
+					   VideoCondition::OBJECT_CASCADE);
 	_color->setVisible(_entryData->GetCondition() == VideoCondition::COLOR);
 	SetLayoutVisible(_throttleControlLayout,
 			 needsThrottleControls(_entryData->GetCondition()));
@@ -1725,8 +1077,8 @@ void MacroConditionVideoEdit::SetupPreviewDialogParams()
 {
 	_previewDialog.PatternMatchParametersChanged(
 		_entryData->_patternMatchParameters);
-	_previewDialog.ObjDetectParametersChanged(
-		_entryData->_objMatchParameters);
+	_previewDialog.CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
 	_previewDialog.OCRParametersChanged(_entryData->_ocrParameters);
 	_previewDialog.VideoSelectionChanged(_entryData->_video);
 	_previewDialog.AreaParametersChanged(_entryData->_areaParameters);
diff --git a/plugins/video/macro-condition-video.hpp b/plugins/video/macro-condition-video.hpp
index 0fba56b2..3013db05 100644
--- a/plugins/video/macro-condition-video.hpp
+++ b/plugins/video/macro-condition-video.hpp
@@ -4,18 +4,21 @@
 #include "parameter-wrappers.hpp"
 #include "preview-dialog.hpp"
 
-#include <help-icon.hpp>
-#include <macro-condition-edit.hpp>
-#include <file-selection.hpp>
-#include <screenshot-helper.hpp>
-#include <slider-spinbox.hpp>
-#include <source-helpers.hpp>
-#include <variable-color-button.hpp>
-#include <variable-line-edit.hpp>
-#include <variable-text-edit.hpp>
+#include "help-icon.hpp"
+#include "section.hpp"
+#include "macro-condition-edit.hpp"
+#include "file-selection.hpp"
+#include "screenshot-helper.hpp"
+#include "slider-spinbox.hpp"
+#include "source-helpers.hpp"
+#include "variable-color-button.hpp"
+#include "variable-line-edit.hpp"
+#include "variable-text-edit.hpp"
 
 #include <QCheckBox>
 #include <QComboBox>
+#include <QDoubleSpinBox>
+#include <QLineEdit>
 #include <QDateTime>
 #include <QGridLayout>
 #include <QHBoxLayout>
@@ -70,7 +73,7 @@ public:
 	bool _blockUntilScreenshotDone = true;
 	NumberVariable<double> _brightnessThreshold = 0.5;
 	PatternMatchParameters _patternMatchParameters;
-	ObjDetectParameters _objMatchParameters;
+	CascadeClassifierParameters _cascadeMatchParameters;
 	OCRParameters _ocrParameters;
 	ColorParameters _colorParameters;
 	AreaParameters _areaParameters;
@@ -174,12 +177,12 @@ private:
 	bool _loading = true;
 };
 
-class ObjectDetectEdit : public QWidget {
+class CascadeClassifierEdit : public QWidget {
 	Q_OBJECT
 
 public:
-	ObjectDetectEdit(QWidget *parent, PreviewDialog *,
-			 const std::shared_ptr<MacroConditionVideo> &);
+	CascadeClassifierEdit(QWidget *parent, PreviewDialog *,
+			      const std::shared_ptr<MacroConditionVideo> &);
 
 private slots:
 	void ModelPathChanged(const QString &text);
@@ -320,7 +323,7 @@ private:
 
 	BrightnessEdit *_brightness;
 	OCREdit *_ocr;
-	ObjectDetectEdit *_objectDetect;
+	CascadeClassifierEdit *_cascadeClassifierEdit;
 	ColorEdit *_color;
 	AreaEdit *_area;
 
diff --git a/plugins/video/object-detector.hpp b/plugins/video/object-detector.hpp
new file mode 100644
index 00000000..62c541fe
--- /dev/null
+++ b/plugins/video/object-detector.hpp
@@ -0,0 +1,18 @@
+#pragma once
+#include <opencv2/opencv.hpp>
+
+#include <QImage>
+
+#include <string>
+#include <vector>
+
+namespace advss {
+
+struct ObjectDetector {
+	virtual bool Load(const std::string &modelPath) = 0;
+	virtual bool IsLoaded() const = 0;
+	virtual std::vector<cv::Rect> Detect(QImage &img) = 0;
+	virtual ~ObjectDetector() = default;
+};
+
+} // namespace advss
diff --git a/plugins/video/opencv-helpers.cpp b/plugins/video/opencv-helpers.cpp
index 92f80a3f..9b18b334 100644
--- a/plugins/video/opencv-helpers.cpp
+++ b/plugins/video/opencv-helpers.cpp
@@ -1,6 +1,5 @@
 #include "opencv-helpers.hpp"
-
-#include <log-helper.hpp>
+#include "log-helper.hpp"
 
 namespace advss {
 
@@ -135,29 +134,6 @@ double MatchPattern(QImage &img, QImage &pattern, double threshold,
 			    matchColor);
 }
 
-std::vector<cv::Rect> MatchObject(QImage &img, cv::CascadeClassifier &cascade,
-				  double scaleFactor, int minNeighbors,
-				  const cv::Size &minSize,
-				  const cv::Size &maxSize)
-{
-	if (img.isNull() || cascade.empty()) {
-		return {};
-	}
-
-	auto image = QImageToMat(img);
-	cv::Mat frameGray;
-	cv::cvtColor(image, frameGray, cv::COLOR_RGBA2GRAY);
-	cv::equalizeHist(frameGray, frameGray);
-	std::vector<cv::Rect> objects;
-	try {
-		cascade.detectMultiScale(frameGray, objects, scaleFactor,
-					 minNeighbors, 0, minSize, maxSize);
-	} catch (const std::exception &e) {
-		vblog(LOG_INFO, "detectMultiScale failed: %s", e.what());
-	}
-	return objects;
-}
-
 uchar GetAvgBrightness(QImage &img)
 {
 	if (img.isNull()) {
diff --git a/plugins/video/opencv-helpers.hpp b/plugins/video/opencv-helpers.hpp
index b778f68d..ef70395e 100644
--- a/plugins/video/opencv-helpers.hpp
+++ b/plugins/video/opencv-helpers.hpp
@@ -72,10 +72,6 @@ double MatchPattern(QImage &img, QImage &pattern, double threshold,
 		    cv::Mat &result, bool useAlphaAsMask,
 		    cv::TemplateMatchModes matchMode);
 int CountPatternMatches(const cv::Mat &result, const cv::Size &patternSize);
-std::vector<cv::Rect> MatchObject(QImage &img, cv::CascadeClassifier &cascade,
-				  double scaleFactor, int minNeighbors,
-				  const cv::Size &minSize,
-				  const cv::Size &maxSize);
 uchar GetAvgBrightness(QImage &img);
 cv::Mat PreprocessForOCR(const QImage &image, const QColor &color,
 			 double colorDiff);
diff --git a/plugins/video/parameter-wrappers.cpp b/plugins/video/parameter-wrappers.cpp
index 8b2826d4..315e7437 100644
--- a/plugins/video/parameter-wrappers.cpp
+++ b/plugins/video/parameter-wrappers.cpp
@@ -1,8 +1,9 @@
 #include "parameter-wrappers.hpp"
+#include "cascade-classifier-detector.hpp"
 #include "log-helper.hpp"
+#include "source-helpers.hpp"
 
 #include <QFileInfo>
-#include <source-helpers.hpp>
 
 namespace advss {
 
@@ -48,45 +49,6 @@ bool PatternMatchParameters::Load(obs_data_t *obj)
 	return true;
 }
 
-static std::shared_ptr<cv::CascadeClassifier>
-initObjectCascade(std::string &path)
-{
-	auto cascade = std::make_shared<cv::CascadeClassifier>();
-	try {
-		cascade->load(path);
-	} catch (...) {
-		blog(LOG_WARNING, "failed to load model data \"%s\"",
-		     path.c_str());
-	}
-	return cascade;
-}
-
-bool ObjDetectParameters::LoadModelData()
-{
-	const auto path = QString::fromStdString(modelPath);
-	if (!QFileInfo(path).exists(path)) {
-		cascade.reset();
-		return false;
-	}
-
-	cascade = initObjectCascade(modelPath);
-	return !cascade->empty();
-}
-
-bool ObjDetectParameters::Save(obs_data_t *obj) const
-{
-	auto data = obs_data_create();
-	obs_data_set_string(data, "modelPath", modelPath.c_str());
-	scaleFactor.Save(data, "scaleFactor");
-	obs_data_set_int(data, "minNeighbors", minNeighbors);
-	minSize.Save(data, "minSize");
-	maxSize.Save(data, "maxSize");
-	obs_data_set_obj(obj, "objectMatchData", data);
-	obs_data_set_int(data, "version", 2);
-	obs_data_release(data);
-	return true;
-}
-
 static bool isScaleFactorValid(double scaleFactor)
 {
 	return scaleFactor > 1.;
@@ -98,11 +60,41 @@ static bool isMinNeighborsValid(int minNeighbors)
 	       minNeighbors <= maxMinNeighbors;
 }
 
-bool ObjDetectParameters::Load(obs_data_t *obj)
+bool CascadeClassifierParameters::LoadModelData()
+{
+	const auto path = QString::fromStdString(_modelPath);
+	if (!QFileInfo(path).exists(path)) {
+		_detector.reset();
+		return false;
+	}
+	auto det = std::make_unique<CascadeClassifierDetector>();
+	if (!det->Load(_modelPath)) {
+		_detector.reset();
+		return false;
+	}
+	_detector = std::move(det);
+	return true;
+}
+
+bool CascadeClassifierParameters::Save(obs_data_t *obj) const
+{
+	auto data = obs_data_create();
+	obs_data_set_string(data, "modelPath", _modelPath.c_str());
+	scaleFactor.Save(data, "scaleFactor");
+	obs_data_set_int(data, "minNeighbors", minNeighbors);
+	minSize.Save(data, "minSize");
+	maxSize.Save(data, "maxSize");
+	obs_data_set_int(data, "version", 2);
+	obs_data_set_obj(obj, "objectMatchData", data);
+	obs_data_release(data);
+	return true;
+}
+
+bool CascadeClassifierParameters::Load(obs_data_t *obj)
 {
 	// TODO: Remove this fallback in a future version
 	if (!obs_data_has_user_value(obj, "patternMatchData")) {
-		modelPath = obs_data_get_string(obj, "modelDataPath");
+		_modelPath = obs_data_get_string(obj, "modelDataPath");
 		scaleFactor = obs_data_get_double(obj, "scaleFactor");
 		if (!isScaleFactorValid(scaleFactor)) {
 			scaleFactor = 1.1;
@@ -116,7 +108,7 @@ bool ObjDetectParameters::Load(obs_data_t *obj)
 		return true;
 	}
 	auto data = obs_data_get_obj(obj, "objectMatchData");
-	modelPath = obs_data_get_string(data, "modelPath");
+	_modelPath = obs_data_get_string(data, "modelPath");
 	scaleFactor.Load(data, "scaleFactor");
 	// TODO: Remove this fallback in a future version
 	if (!obs_data_has_user_value(data, "version")) {
@@ -129,11 +121,11 @@ bool ObjDetectParameters::Load(obs_data_t *obj)
 		// which invalidates previously saved default model paths.
 		const std::string oldPrefix =
 			"../../data/obs-plugins/advanced-scene-switcher/res/cascadeClassifiers/";
-		if (modelPath.substr(0, oldPrefix.size()) == oldPrefix) {
-			modelPath = std::string(obs_get_module_data_path(
-					    obs_current_module())) +
-				    "/res/cascadeClassifiers/" +
-				    modelPath.substr(oldPrefix.size());
+		if (_modelPath.substr(0, oldPrefix.size()) == oldPrefix) {
+			_modelPath = std::string(obs_get_module_data_path(
+					     obs_current_module())) +
+				     "/res/cascadeClassifiers/" +
+				     _modelPath.substr(oldPrefix.size());
 		}
 #endif
 	}
@@ -147,27 +139,29 @@ bool ObjDetectParameters::Load(obs_data_t *obj)
 	minSize.Load(data, "minSize");
 	maxSize.Load(data, "maxSize");
 	obs_data_release(data);
-
 	return true;
 }
 
-bool ObjDetectParameters::SetModelPath(const std::string &path)
+bool CascadeClassifierParameters::SetModelPath(const std::string &path)
 {
-	modelPath = path;
+	_modelPath = path;
 	return LoadModelData();
 }
 
-std::shared_ptr<cv::CascadeClassifier> ObjDetectParameters::GetModel()
+ObjectDetector *CascadeClassifierParameters::GetDetector()
 {
-	if (cascade && !cascade->empty()) {
-		return cascade;
+	if (!_detector || !_detector->IsLoaded()) {
+		if (!LoadModelData()) {
+			return nullptr;
+		}
 	}
-
-	if (!LoadModelData()) {
-		return {};
-	}
-
-	return cascade;
+	auto *cascade =
+		static_cast<CascadeClassifierDetector *>(_detector.get());
+	cascade->scaleFactor = scaleFactor;
+	cascade->minNeighbors = minNeighbors;
+	cascade->minSize = minSize.CV();
+	cascade->maxSize = maxSize.CV();
+	return _detector.get();
 }
 
 bool AreaParameters::Save(obs_data_t *obj) const
diff --git a/plugins/video/parameter-wrappers.hpp b/plugins/video/parameter-wrappers.hpp
index a9500b45..51ff760a 100644
--- a/plugins/video/parameter-wrappers.hpp
+++ b/plugins/video/parameter-wrappers.hpp
@@ -1,14 +1,15 @@
 #pragma once
+#include "object-detector.hpp"
 #include "opencv-helpers.hpp"
 #include "obs-module-helper.hpp"
 #include "area-selection.hpp"
+#include "source-selection.hpp"
+#include "scene-selection.hpp"
+#include "regex-config.hpp"
+#include "variable-color.hpp"
+#include "variable-string.hpp"
+#include "variable-number.hpp"
 
-#include <source-selection.hpp>
-#include <scene-selection.hpp>
-#include <regex-config.hpp>
-#include <variable-color.hpp>
-#include <variable-string.hpp>
-#include <variable-number.hpp>
 #include <obs.hpp>
 #include <obs-module.h>
 
@@ -27,7 +28,7 @@ enum class VideoCondition {
 	HAS_CHANGED,
 	NO_IMAGE,
 	PATTERN,
-	OBJECT,
+	OBJECT_CASCADE,
 	BRIGHTNESS,
 	OCR,
 	COLOR,
@@ -64,14 +65,37 @@ public:
 	NumberVariable<double> threshold = 0.999;
 };
 
-class ObjDetectParameters {
+class CascadeClassifierParameters {
 public:
 	bool Save(obs_data_t *obj) const;
 	bool Load(obs_data_t *obj);
 
+	CascadeClassifierParameters() = default;
+	CascadeClassifierParameters(const CascadeClassifierParameters &other)
+		: scaleFactor(other.scaleFactor),
+		  minNeighbors(other.minNeighbors),
+		  minSize(other.minSize),
+		  maxSize(other.maxSize),
+		  _modelPath(other._modelPath)
+	{
+	}
+	CascadeClassifierParameters &
+	operator=(const CascadeClassifierParameters &other)
+	{
+		if (this != &other) {
+			scaleFactor = other.scaleFactor;
+			minNeighbors = other.minNeighbors;
+			minSize = other.minSize;
+			maxSize = other.maxSize;
+			_modelPath = other._modelPath;
+			_detector.reset();
+		}
+		return *this;
+	}
+
 	bool SetModelPath(const std::string &path);
-	const std::string &GetModelPath() const { return modelPath; }
-	std::shared_ptr<cv::CascadeClassifier> GetModel();
+	const std::string &GetModelPath() const { return _modelPath; }
+	ObjectDetector *GetDetector();
 
 	NumberVariable<double> scaleFactor = defaultScaleFactor;
 	int minNeighbors = minMinNeighbors;
@@ -81,8 +105,8 @@ public:
 private:
 	bool LoadModelData();
 
-	std::shared_ptr<cv::CascadeClassifier> cascade;
-	std::string modelPath =
+	std::unique_ptr<ObjectDetector> _detector;
+	std::string _modelPath =
 		obs_get_module_data_path(obs_current_module()) +
 		std::string(
 			"/res/cascadeClassifiers/haarcascade_frontalface_alt.xml");
diff --git a/plugins/video/preview-dialog.cpp b/plugins/video/preview-dialog.cpp
index 6bd14b69..f8617060 100644
--- a/plugins/video/preview-dialog.cpp
+++ b/plugins/video/preview-dialog.cpp
@@ -1,9 +1,9 @@
 #include "preview-dialog.hpp"
 #include "opencv-helpers.hpp"
+#include "screenshot-helper.hpp"
 #include "ui-helpers.hpp"
 
 #include <QLayout>
-#include <screenshot-helper.hpp>
 
 namespace advss {
 
@@ -131,10 +131,11 @@ void PreviewDialog::PatternMatchParametersChanged(
 	_patternImageData = CreatePatternData(_patternMatchParams.image);
 }
 
-void PreviewDialog::ObjDetectParametersChanged(const ObjDetectParameters &params)
+void PreviewDialog::CascadeClassifierParametersChanged(
+	const CascadeClassifierParameters &params)
 {
 	std::unique_lock<std::mutex> lock(_mtx);
-	_objDetectParams = std::make_shared<ObjDetectParameters>(params);
+	_cascadeParams = std::make_shared<CascadeClassifierParameters>(params);
 }
 
 void PreviewDialog::OCRParametersChanged(const OCRParameters &params)
@@ -185,7 +186,7 @@ void PreviewDialog::UpdateImage(const QPixmap &image)
 		DrawFrame();
 	}
 	emit NeedImage(_video, _type, _patternMatchParams, _patternImageData,
-		       _objDetectParams, _ocrParams, _areaParams, _condition);
+		       _cascadeParams, _ocrParams, _areaParams, _condition);
 }
 
 void PreviewDialog::Start()
@@ -215,7 +216,7 @@ void PreviewDialog::Start()
 	_thread.start();
 
 	emit NeedImage(_video, _type, _patternMatchParams, _patternImageData,
-		       _objDetectParams, _ocrParams, _areaParams, _condition);
+		       _cascadeParams, _ocrParams, _areaParams, _condition);
 }
 
 void PreviewDialog::DrawFrame()
@@ -266,7 +267,7 @@ void PreviewImage::CreateImage(
 	const VideoInput &video, PreviewType type,
 	const PatternMatchParameters &patternMatchParams,
 	const PatternImageData &patternImageData,
-	std::shared_ptr<ObjDetectParameters> objDetectParams,
+	std::shared_ptr<CascadeClassifierParameters> cascadeParams,
 	std::shared_ptr<OCRParameters> ocrParams,
 	const AreaParameters &areaParams, VideoCondition condition)
 {
@@ -299,7 +300,7 @@ void PreviewImage::CreateImage(
 		std::unique_lock<std::mutex> lock(_mtx);
 		// Will emit status label update
 		MarkMatch(screenshot.GetImage(), patternMatchParams,
-			  patternImageData, objDetectParams, ocrParams,
+			  patternImageData, cascadeParams, ocrParams,
 			  condition);
 	} else {
 		emit StatusUpdate(obs_module_text(
@@ -311,14 +312,16 @@ void PreviewImage::CreateImage(
 void PreviewImage::MarkMatch(
 	QImage &screenshot, const PatternMatchParameters &patternMatchParams,
 	const PatternImageData &patternImageData,
-	std::shared_ptr<ObjDetectParameters> objDetectParams,
+	std::shared_ptr<CascadeClassifierParameters> cascadeParams,
 	std::shared_ptr<OCRParameters> ocrParams, VideoCondition condition)
 {
 	if (condition == VideoCondition::PATTERN) {
 		MarkPatternMatch(screenshot, patternMatchParams,
 				 patternImageData);
-	} else if (condition == VideoCondition::OBJECT) {
-		MarkObjectMatch(screenshot, objDetectParams);
+	} else if (condition == VideoCondition::OBJECT_CASCADE) {
+		MarkObjectsFromDetector(
+			screenshot,
+			cascadeParams ? cascadeParams->GetDetector() : nullptr);
 	} else if (condition == VideoCondition::OCR) {
 		MarkOCRMatch(screenshot, ocrParams);
 	}
@@ -347,26 +350,15 @@ void PreviewImage::MarkPatternMatch(
 	}
 }
 
-void PreviewImage::MarkObjectMatch(
-	QImage &screenshot,
-	const std::shared_ptr<ObjDetectParameters> &objDetectParams)
+void PreviewImage::MarkObjectsFromDetector(QImage &screenshot,
+					   ObjectDetector *detector)
 {
-	if (!objDetectParams) {
+	if (!detector) {
 		emit StatusUpdate(obs_module_text(
 			"AdvSceneSwitcher.condition.video.objectMatchFail"));
 		return;
 	}
-	auto model = objDetectParams->GetModel();
-	if (!model) {
-		emit StatusUpdate(obs_module_text(
-			"AdvSceneSwitcher.condition.video.objectMatchFail"));
-		return;
-	}
-	auto objects = MatchObject(screenshot, *model,
-				   objDetectParams->scaleFactor,
-				   objDetectParams->minNeighbors,
-				   objDetectParams->minSize.CV(),
-				   objDetectParams->maxSize.CV());
+	auto objects = detector->Detect(screenshot);
 	if (objects.empty()) {
 		emit StatusUpdate(obs_module_text(
 			"AdvSceneSwitcher.condition.video.objectMatchFail"));
diff --git a/plugins/video/preview-dialog.hpp b/plugins/video/preview-dialog.hpp
index a32f2c96..daa99aca 100644
--- a/plugins/video/preview-dialog.hpp
+++ b/plugins/video/preview-dialog.hpp
@@ -27,7 +27,7 @@ public slots:
 	void CreateImage(const VideoInput &, PreviewType,
 			 const PatternMatchParameters &,
 			 const PatternImageData &,
-			 std::shared_ptr<ObjDetectParameters>,
+			 std::shared_ptr<CascadeClassifierParameters>,
 			 std::shared_ptr<OCRParameters>, const AreaParameters &,
 			 VideoCondition);
 signals:
@@ -38,12 +38,11 @@ signals:
 private:
 	void MarkMatch(QImage &screenshot, const PatternMatchParameters &,
 		       const PatternImageData &,
-		       std::shared_ptr<ObjDetectParameters>,
+		       std::shared_ptr<CascadeClassifierParameters>,
 		       std::shared_ptr<OCRParameters>, VideoCondition);
 	void MarkPatternMatch(QImage &, const PatternMatchParameters &,
 			      const PatternImageData &);
-	void MarkObjectMatch(QImage &,
-			     const std::shared_ptr<ObjDetectParameters> &);
+	void MarkObjectsFromDetector(QImage &, ObjectDetector *);
 	void MarkOCRMatch(QImage &, const std::shared_ptr<OCRParameters> &);
 
 	std::mutex &_mtx;
@@ -62,7 +61,8 @@ public:
 
 public slots:
 	void PatternMatchParametersChanged(const PatternMatchParameters &);
-	void ObjDetectParametersChanged(const ObjDetectParameters &);
+	void
+	CascadeClassifierParametersChanged(const CascadeClassifierParameters &);
 	void OCRParametersChanged(const OCRParameters &);
 	void VideoSelectionChanged(const VideoInput &);
 	void AreaParametersChanged(const AreaParameters &);
@@ -75,7 +75,7 @@ signals:
 	void SelectionAreaChanged(QRect area);
 	void NeedImage(const VideoInput &, PreviewType,
 		       const PatternMatchParameters &, const PatternImageData &,
-		       std::shared_ptr<ObjDetectParameters>,
+		       std::shared_ptr<CascadeClassifierParameters>,
 		       std::shared_ptr<OCRParameters>, const AreaParameters &,
 		       VideoCondition);
 
@@ -90,7 +90,7 @@ private:
 	VideoInput _video;
 	PatternMatchParameters _patternMatchParams;
 	PatternImageData _patternImageData;
-	std::shared_ptr<ObjDetectParameters> _objDetectParams;
+	std::shared_ptr<CascadeClassifierParameters> _cascadeParams;
 	std::shared_ptr<OCRParameters> _ocrParams;
 	AreaParameters _areaParams;
 
diff --git a/plugins/video/screenshot-dialog.hpp b/plugins/video/screenshot-dialog.hpp
index 5cb0b681..b860b7f5 100644
--- a/plugins/video/screenshot-dialog.hpp
+++ b/plugins/video/screenshot-dialog.hpp
@@ -1,9 +1,9 @@
 #pragma once
-#include "screenshot-helper.hpp"
 #include "parameter-wrappers.hpp"
+#include "screenshot-helper.hpp"
 
-#include <optional>
 #include <obs.h>
+
 #include <QDialog>
 #include <QDialogButtonBox>
 #include <QImage>
@@ -11,6 +11,8 @@
 #include <QRubberBand>
 #include <QScrollArea>
 
+#include <optional>
+
 namespace advss {
 
 class ScreenshotDialog : public QDialog {
diff --git a/plugins/video/video-edit-area.cpp b/plugins/video/video-edit-area.cpp
new file mode 100644
index 00000000..997f318e
--- /dev/null
+++ b/plugins/video/video-edit-area.cpp
@@ -0,0 +1,89 @@
+#include "macro-condition-video.hpp"
+#include "layout-helpers.hpp"
+#include "plugin-state-helpers.hpp"
+
+#include <QPushButton>
+
+namespace advss {
+
+AreaEdit::AreaEdit(QWidget *parent, PreviewDialog *previewDialog,
+		   const std::shared_ptr<MacroConditionVideo> &data)
+	: QWidget(parent),
+	  _checkAreaEnable(new QCheckBox(obs_module_text(
+		  "AdvSceneSwitcher.condition.video.layout.checkAreaEnable"))),
+	  _checkArea(new AreaSelection(0, 99999)),
+	  _selectArea(new QPushButton(obs_module_text(
+		  "AdvSceneSwitcher.condition.video.selectArea"))),
+	  _previewDialog(previewDialog),
+	  _entryData(data)
+{
+	QWidget::connect(_checkAreaEnable, SIGNAL(stateChanged(int)), this,
+			 SLOT(CheckAreaEnableChanged(int)));
+	QWidget::connect(_checkArea, SIGNAL(AreaChanged(Area)), this,
+			 SLOT(CheckAreaChanged(Area)));
+	QWidget::connect(_selectArea, SIGNAL(clicked()), this,
+			 SLOT(SelectAreaClicked()));
+	QWidget::connect(_previewDialog, SIGNAL(SelectionAreaChanged(QRect)),
+			 this, SLOT(CheckAreaChanged(QRect)));
+
+	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
+		{"{{checkAreaEnable}}", _checkAreaEnable},
+		{"{{checkArea}}", _checkArea},
+		{"{{selectArea}}", _selectArea},
+	};
+
+	auto layout = new QHBoxLayout;
+	layout->setContentsMargins(0, 0, 0, 0);
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.checkArea"),
+		layout, widgetPlaceholders);
+	setLayout(layout);
+
+	_checkAreaEnable->setChecked(_entryData->_areaParameters.enable);
+	_checkArea->SetArea(_entryData->_areaParameters.area);
+	SetWidgetVisibility();
+	_loading = false;
+}
+
+void AreaEdit::SetWidgetVisibility()
+{
+	_checkArea->setVisible(_entryData->_areaParameters.enable);
+	_selectArea->setVisible(_entryData->_areaParameters.enable);
+	adjustSize();
+	updateGeometry();
+}
+
+void AreaEdit::SelectAreaClicked()
+{
+	_previewDialog->show();
+	_previewDialog->raise();
+	_previewDialog->activateWindow();
+	_previewDialog->SelectArea();
+}
+
+void AreaEdit::CheckAreaEnableChanged(int value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_areaParameters.enable = value;
+	SetWidgetVisibility();
+	_previewDialog->AreaParametersChanged(_entryData->_areaParameters);
+	emit Resized();
+}
+
+void AreaEdit::CheckAreaChanged(Area value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_areaParameters.area = value;
+	_previewDialog->AreaParametersChanged(_entryData->_areaParameters);
+}
+
+void AreaEdit::CheckAreaChanged(QRect rect)
+{
+	const QSignalBlocker b(_checkArea);
+	Area area{rect.topLeft().x(), rect.y(), rect.width(), rect.height()};
+	_checkArea->SetArea(area);
+	CheckAreaChanged(area);
+}
+
+} // namespace advss
diff --git a/plugins/video/video-edit-brightness.cpp b/plugins/video/video-edit-brightness.cpp
new file mode 100644
index 00000000..96317500
--- /dev/null
+++ b/plugins/video/video-edit-brightness.cpp
@@ -0,0 +1,53 @@
+#include "macro-condition-video.hpp"
+
+#include <QTimer>
+#include <QVBoxLayout>
+
+namespace advss {
+
+BrightnessEdit::BrightnessEdit(QWidget *parent,
+			       const std::shared_ptr<MacroConditionVideo> &data)
+	: QWidget(parent),
+	  _threshold(new SliderSpinBox(
+		  0., 1.,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.brightnessThreshold"),
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.brightnessThresholdDescription"))),
+	  _current(new QLabel),
+	  _entryData(data)
+{
+	auto layout = new QVBoxLayout;
+	layout->setContentsMargins(0, 0, 0, 0);
+	layout->addWidget(_threshold);
+	layout->addWidget(_current);
+	setLayout(layout);
+
+	QWidget::connect(
+		_threshold,
+		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
+		this,
+		SLOT(BrightnessThresholdChanged(
+			const NumberVariable<double> &)));
+	QWidget::connect(&_timer, &QTimer::timeout, this,
+			 &BrightnessEdit::UpdateCurrentBrightness);
+	_timer.start(1000);
+
+	_threshold->SetDoubleValue(_entryData->_brightnessThreshold);
+	_loading = false;
+}
+
+void BrightnessEdit::UpdateCurrentBrightness()
+{
+	QString text = obs_module_text(
+		"AdvSceneSwitcher.condition.video.currentBrightness");
+	_current->setText(text.arg(_entryData->GetCurrentBrightness()));
+}
+
+void BrightnessEdit::BrightnessThresholdChanged(const DoubleVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_brightnessThreshold = value;
+}
+
+} // namespace advss
diff --git a/plugins/video/video-edit-color.cpp b/plugins/video/video-edit-color.cpp
new file mode 100644
index 00000000..8d04d643
--- /dev/null
+++ b/plugins/video/video-edit-color.cpp
@@ -0,0 +1,88 @@
+#include "macro-condition-video.hpp"
+#include "layout-helpers.hpp"
+#include "plugin-state-helpers.hpp"
+
+#include <QVBoxLayout>
+
+namespace advss {
+
+ColorEdit::ColorEdit(QWidget *parent,
+		     const std::shared_ptr<MacroConditionVideo> &data)
+	: QWidget(parent),
+	  _matchThreshold(new SliderSpinBox(
+		  0., 1.,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorMatchThreshold"),
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorMatchThresholdDescription"),
+		  true)),
+	  _colorThreshold(new SliderSpinBox(
+		  0., 1.,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorDeviationThreshold"),
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorDeviationThresholdDescription"),
+		  true)),
+	  _colorButton(new VariableColorButton(
+		  this,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.selectColor"))),
+	  _entryData(data)
+{
+	QWidget::connect(_colorButton,
+			 SIGNAL(ColorVariableChanged(const ColorVariable &)),
+			 this, SLOT(ColorChanged(const ColorVariable &)));
+	QWidget::connect(
+		_matchThreshold,
+		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
+		this,
+		SLOT(MatchThresholdChanged(const NumberVariable<double> &)));
+	QWidget::connect(
+		_colorThreshold,
+		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
+		this,
+		SLOT(ColorThresholdChanged(const NumberVariable<double> &)));
+
+	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
+		{"{{color}}", _colorButton},
+	};
+
+	auto colorLayout = new QHBoxLayout;
+	PlaceWidgets(obs_module_text(
+			     "AdvSceneSwitcher.condition.video.layout.color"),
+		     colorLayout, widgetPlaceholders);
+
+	auto layout = new QVBoxLayout;
+	layout->setContentsMargins(0, 0, 0, 0);
+	layout->addLayout(colorLayout);
+	layout->addWidget(_colorThreshold);
+	layout->addWidget(_matchThreshold);
+	setLayout(layout);
+
+	_matchThreshold->SetDoubleValue(
+		_entryData->_colorParameters.matchThreshold);
+	_colorThreshold->SetDoubleValue(
+		_entryData->_colorParameters.colorThreshold);
+	_colorButton->SetValue(_entryData->_colorParameters.color);
+	_loading = false;
+}
+
+void ColorEdit::ColorChanged(const ColorVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_colorParameters.color = value;
+}
+
+void ColorEdit::MatchThresholdChanged(const DoubleVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_colorParameters.matchThreshold = value;
+}
+
+void ColorEdit::ColorThresholdChanged(const DoubleVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_colorParameters.colorThreshold = value;
+}
+
+} // namespace advss
diff --git a/plugins/video/video-edit-object.cpp b/plugins/video/video-edit-object.cpp
new file mode 100644
index 00000000..8d28e280
--- /dev/null
+++ b/plugins/video/video-edit-object.cpp
@@ -0,0 +1,157 @@
+#include "macro-condition-video.hpp"
+#include "layout-helpers.hpp"
+#include "plugin-state-helpers.hpp"
+#include "ui-helpers.hpp"
+
+#include <QSpinBox>
+#include <QVBoxLayout>
+
+namespace advss {
+
+CascadeClassifierEdit::CascadeClassifierEdit(
+	QWidget *parent, PreviewDialog *previewDialog,
+	const std::shared_ptr<MacroConditionVideo> &data)
+	: QWidget(parent),
+	  _modelDataPath(new FileSelection()),
+	  _objectScaleThreshold(new SliderSpinBox(
+		  1.1, 5.,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.objectScaleThreshold"),
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.objectScaleThresholdDescription"))),
+	  _minNeighbors(new QSpinBox()),
+	  _minNeighborsDescription(new QLabel(obs_module_text(
+		  "AdvSceneSwitcher.condition.video.minNeighborDescription"))),
+	  _minSize(new SizeSelection(0, 1024)),
+	  _maxSize(new SizeSelection(0, 4096)),
+	  _previewDialog(previewDialog),
+	  _entryData(data)
+{
+	_minNeighbors->setMinimum(minMinNeighbors);
+	_minNeighbors->setMaximum(maxMinNeighbors);
+
+	QWidget::connect(
+		_objectScaleThreshold,
+		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
+		this,
+		SLOT(ObjectScaleThresholdChanged(
+			const NumberVariable<double> &)));
+	QWidget::connect(_minNeighbors, SIGNAL(valueChanged(int)), this,
+			 SLOT(MinNeighborsChanged(int)));
+	QWidget::connect(_minSize, SIGNAL(SizeChanged(Size)), this,
+			 SLOT(MinSizeChanged(Size)));
+	QWidget::connect(_maxSize, SIGNAL(SizeChanged(Size)), this,
+			 SLOT(MaxSizeChanged(Size)));
+	QWidget::connect(_modelDataPath, SIGNAL(PathChanged(const QString &)),
+			 this, SLOT(ModelPathChanged(const QString &)));
+
+	std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
+		{"{{minNeighbors}}", _minNeighbors},
+		{"{{minSize}}", _minSize},
+		{"{{maxSize}}", _maxSize},
+		{"{{modelDataPath}}", _modelDataPath},
+	};
+
+	auto pathLayout = new QHBoxLayout;
+	pathLayout->setContentsMargins(0, 0, 0, 0);
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.modelPath"),
+		pathLayout, widgetPlaceholders);
+
+	auto neighborsLayout = new QHBoxLayout;
+	neighborsLayout->setContentsMargins(0, 0, 0, 0);
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.minNeighbor"),
+		neighborsLayout, widgetPlaceholders);
+
+	auto sizeGrid = new QGridLayout;
+	sizeGrid->addWidget(
+		new QLabel(obs_module_text(
+			"AdvSceneSwitcher.condition.video.minSize")),
+		0, 0);
+	sizeGrid->addWidget(_minSize, 0, 1);
+	sizeGrid->addWidget(
+		new QLabel(obs_module_text(
+			"AdvSceneSwitcher.condition.video.maxSize")),
+		1, 0);
+	sizeGrid->addWidget(_maxSize, 1, 1);
+	auto sizeLayout = new QHBoxLayout;
+	sizeLayout->setContentsMargins(0, 0, 0, 0);
+	sizeLayout->addLayout(sizeGrid);
+	sizeLayout->addStretch();
+
+	auto layout = new QVBoxLayout();
+	layout->setContentsMargins(0, 0, 0, 0);
+	layout->addLayout(pathLayout);
+	layout->addLayout(neighborsLayout);
+	layout->addLayout(sizeLayout);
+	setLayout(layout);
+
+	_modelDataPath->SetPath(
+		_entryData->_cascadeMatchParameters.GetModelPath());
+	_objectScaleThreshold->SetDoubleValue(
+		_entryData->_cascadeMatchParameters.scaleFactor);
+	_minNeighbors->setValue(
+		_entryData->_cascadeMatchParameters.minNeighbors);
+	_minSize->SetSize(_entryData->_cascadeMatchParameters.minSize);
+	_maxSize->SetSize(_entryData->_cascadeMatchParameters.maxSize);
+	_loading = false;
+}
+
+void CascadeClassifierEdit::ObjectScaleThresholdChanged(
+	const DoubleVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_cascadeMatchParameters.scaleFactor = value;
+	_previewDialog->CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
+}
+
+void CascadeClassifierEdit::MinNeighborsChanged(int value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_cascadeMatchParameters.minNeighbors = value;
+	_previewDialog->CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
+}
+
+void CascadeClassifierEdit::MinSizeChanged(advss::Size value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_cascadeMatchParameters.minSize = value;
+	_previewDialog->CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
+}
+
+void CascadeClassifierEdit::MaxSizeChanged(advss::Size value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_cascadeMatchParameters.maxSize = value;
+	_previewDialog->CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
+}
+
+void CascadeClassifierEdit::ModelPathChanged(const QString &text)
+{
+	if (_loading || !_entryData) {
+		return;
+	}
+
+	bool dataLoaded = false;
+	{
+		auto lock = LockContext();
+		std::string path = text.toStdString();
+		dataLoaded =
+			_entryData->_cascadeMatchParameters.SetModelPath(path);
+	}
+	if (!dataLoaded) {
+		DisplayMessage(obs_module_text(
+			"AdvSceneSwitcher.condition.video.modelLoadFail"));
+	}
+	_previewDialog->CascadeClassifierParametersChanged(
+		_entryData->_cascadeMatchParameters);
+}
+
+} // namespace advss
diff --git a/plugins/video/video-edit-ocr.cpp b/plugins/video/video-edit-ocr.cpp
new file mode 100644
index 00000000..0094b696
--- /dev/null
+++ b/plugins/video/video-edit-ocr.cpp
@@ -0,0 +1,320 @@
+#include "macro-condition-video.hpp"
+#include "layout-helpers.hpp"
+#include "plugin-state-helpers.hpp"
+#include "ui-helpers.hpp"
+
+#include <QDesktopServices>
+#include <QDir>
+#include <QFile>
+#include <QFileInfo>
+#include <QUrl>
+#include <QVBoxLayout>
+
+namespace advss {
+
+const static std::map<tesseract::PageSegMode, std::string> pageSegModes = {
+	{tesseract::PageSegMode::PSM_SINGLE_COLUMN,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleColumn"},
+	{tesseract::PageSegMode::PSM_SINGLE_BLOCK_VERT_TEXT,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleBlockVertText"},
+	{tesseract::PageSegMode::PSM_SINGLE_BLOCK,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleBlock"},
+	{tesseract::PageSegMode::PSM_SINGLE_LINE,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleLine"},
+	{tesseract::PageSegMode::PSM_SINGLE_WORD,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleWord"},
+	{tesseract::PageSegMode::PSM_CIRCLE_WORD,
+	 "AdvSceneSwitcher.condition.video.ocrMode.circleWord"},
+	{tesseract::PageSegMode::PSM_SINGLE_CHAR,
+	 "AdvSceneSwitcher.condition.video.ocrMode.singleChar"},
+	{tesseract::PageSegMode::PSM_SPARSE_TEXT,
+	 "AdvSceneSwitcher.condition.video.ocrMode.sparseText"},
+	{tesseract::PageSegMode::PSM_SPARSE_TEXT_OSD,
+	 "AdvSceneSwitcher.condition.video.ocrMode.sparseTextOSD"},
+};
+
+static inline void populatePageSegModeSelection(QComboBox *list)
+{
+	for (const auto &[mode, name] : pageSegModes) {
+		list->addItem(obs_module_text(name.c_str()),
+			      static_cast<int>(mode));
+	}
+}
+
+static void openFileInEditor(const std::string &filepath)
+{
+	const auto path = QString::fromStdString(filepath);
+	const QFileInfo fileInfo(path);
+	if (!fileInfo.exists()) {
+		QFile file(path);
+		if (!file.open(QIODevice::WriteOnly)) {
+			DisplayMessage(obs_module_text(
+				"AdvSceneSwitcher.condition.video.ocrOpenConfig.createFailed"));
+			return;
+		}
+		file.close();
+	}
+
+	QUrl fileUrl = QUrl::fromLocalFile(path);
+	if (!QDesktopServices::openUrl(fileUrl)) {
+		DisplayMessage(obs_module_text(
+			"AdvSceneSwitcher.condition.video.ocrOpenConfig.openFailed"));
+	}
+}
+
+OCREdit::OCREdit(QWidget *parent, PreviewDialog *previewDialog,
+		 const std::shared_ptr<MacroConditionVideo> &data)
+	: QWidget(parent),
+	  _matchText(new VariableTextEdit(this)),
+	  _regex(new RegexConfigWidget(this)),
+	  _colorButton(new VariableColorButton(
+		  this,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.selectColor"))),
+	  _colorThreshold(new SliderSpinBox(
+		  0., 1.,
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorDeviationThreshold"),
+		  obs_module_text(
+			  "AdvSceneSwitcher.condition.video.colorDeviationThresholdDescription"),
+		  true)),
+	  _pageSegMode(new QComboBox()),
+	  _tesseractBaseDir(new FileSelection(FileSelection::Type::FOLDER)),
+	  _languageCode(new VariableLineEdit(this)),
+	  _useConfig(new QCheckBox(obs_module_text(
+		  "AdvSceneSwitcher.condition.video.ocrUseConfigFile"))),
+	  _configFile(new FileSelection(FileSelection::Type::WRITE, this)),
+	  _openConfigFile(new QPushButton(obs_module_text(
+		  "AdvSceneSwitcher.condition.video.ocrOpenConfigFile"))),
+	  _reloadConfig(new QPushButton()),
+	  _configLayout(new QHBoxLayout()),
+	  _previewDialog(previewDialog),
+	  _entryData(data)
+{
+	populatePageSegModeSelection(_pageSegMode);
+
+	_reloadConfig->setMaximumWidth(22);
+	SetButtonIcon(_reloadConfig, GetThemeTypeName() == "Light"
+					     ? ":res/images/refresh.svg"
+					     : "theme:Dark/refresh.svg");
+	_reloadConfig->setToolTip(obs_module_text(
+		"AdvSceneSwitcher.condition.video.ocrConfigReload"));
+
+	QWidget::connect(_colorButton,
+			 SIGNAL(ColorVariableChanged(const ColorVariable &)),
+			 this, SLOT(ColorChanged(const ColorVariable &)));
+	QWidget::connect(
+		_colorThreshold,
+		SIGNAL(DoubleValueChanged(const NumberVariable<double> &)),
+		this,
+		SLOT(ColorThresholdChanged(const NumberVariable<double> &)));
+	QWidget::connect(_matchText, SIGNAL(textChanged()), this,
+			 SLOT(MatchTextChanged()));
+	QWidget::connect(_regex,
+			 SIGNAL(RegexConfigChanged(const RegexConfig &)), this,
+			 SLOT(RegexChanged(const RegexConfig &)));
+	QWidget::connect(_pageSegMode, SIGNAL(currentIndexChanged(int)), this,
+			 SLOT(PageSegModeChanged(int)));
+	QWidget::connect(_tesseractBaseDir,
+			 SIGNAL(PathChanged(const QString &)), this,
+			 SLOT(TesseractBaseDirChanged(const QString &)));
+	QWidget::connect(_languageCode, SIGNAL(editingFinished()), this,
+			 SLOT(LanguageChanged()));
+	QWidget::connect(_useConfig, SIGNAL(stateChanged(int)), this,
+			 SLOT(UseConfigChanged(int)));
+	QWidget::connect(_configFile, SIGNAL(PathChanged(const QString &)),
+			 this, SLOT(ConfigFileChanged(const QString &)));
+	QWidget::connect(_openConfigFile, &QPushButton::clicked, [this](bool) {
+		openFileInEditor(
+			_entryData->_ocrParameters.GetCustomConfigFile());
+	});
+	QWidget::connect(_reloadConfig, &QPushButton::clicked, [this](bool) {
+		GUARD_LOADING_AND_LOCK();
+		_entryData->_ocrParameters.EnableCustomConfig(true);
+		_previewDialog->OCRParametersChanged(
+			_entryData->_ocrParameters);
+	});
+
+	auto configFileHint = new QLabel();
+	const QString path = GetThemeTypeName() == "Light"
+				     ? ":/res/images/help.svg"
+				     : ":/res/images/help_light.svg";
+	const QIcon icon(path);
+	const QPixmap pixmap = icon.pixmap(QSize(16, 16));
+	configFileHint->setPixmap(pixmap);
+	configFileHint->setToolTip(obs_module_text(
+		"AdvSceneSwitcher.condition.video.ocrConfigHint"));
+
+	const std::unordered_map<std::string, QWidget *> widgetPlaceholders = {
+		{"{{color}}", _colorButton},
+		{"{{textType}}", _pageSegMode},
+		{"{{tesseractBaseDir}}", _tesseractBaseDir},
+		{"{{languageCode}}", _languageCode},
+		{"{{configFile}}", _configFile},
+		{"{{openConfigFile}}", _openConfigFile},
+		{"{{reloadConfig}}", _reloadConfig},
+		{"{{configFileHint}}", configFileHint},
+	};
+
+	auto layout = new QVBoxLayout();
+	layout->setContentsMargins(0, 0, 0, 0);
+	auto textLayout = new QHBoxLayout();
+	textLayout->setContentsMargins(0, 0, 0, 0);
+	textLayout->addWidget(_matchText);
+	textLayout->addWidget(_regex);
+	layout->addLayout(textLayout);
+	auto pageModeSegLayout = new QHBoxLayout();
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.ocrTextType"),
+		pageModeSegLayout, widgetPlaceholders);
+	layout->addLayout(pageModeSegLayout);
+	auto baseDirLayout = new QHBoxLayout();
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.ocrBaseDir"),
+		baseDirLayout, widgetPlaceholders, false);
+	layout->addLayout(baseDirLayout);
+	auto languageLayout = new QHBoxLayout();
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.ocrLanguage"),
+		languageLayout, widgetPlaceholders);
+	layout->addLayout(languageLayout);
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.ocrConfig"),
+		_configLayout, widgetPlaceholders, false);
+	layout->addWidget(_useConfig);
+	layout->addLayout(_configLayout);
+	auto colorPickLayout = new QHBoxLayout();
+	PlaceWidgets(
+		obs_module_text(
+			"AdvSceneSwitcher.condition.video.layout.ocrColorPick"),
+		colorPickLayout, widgetPlaceholders);
+	layout->addLayout(colorPickLayout);
+	layout->addWidget(_colorThreshold);
+	setLayout(layout);
+
+	_matchText->setPlainText(_entryData->_ocrParameters.text);
+	_regex->SetRegexConfig(_entryData->_ocrParameters.regex);
+	_colorButton->SetValue(_entryData->_ocrParameters.color);
+	_colorThreshold->SetDoubleValue(
+		_entryData->_ocrParameters.colorThreshold);
+	_pageSegMode->setCurrentIndex(_pageSegMode->findData(
+		static_cast<int>(_entryData->_ocrParameters.GetPageMode())));
+	_tesseractBaseDir->SetPath(
+		_entryData->_ocrParameters.GetTesseractBasePath());
+	_languageCode->setText(_entryData->_ocrParameters.GetLanguageCode());
+	_useConfig->setChecked(
+		_entryData->_ocrParameters.CustomConfigIsEnabled());
+	_configFile->SetPath(_entryData->_ocrParameters.GetCustomConfigFile());
+	SetLayoutVisible(_configLayout,
+			 _entryData->_ocrParameters.CustomConfigIsEnabled());
+	_loading = false;
+}
+
+void OCREdit::ColorChanged(const ColorVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.color = value;
+
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::ColorThresholdChanged(const DoubleVariable &value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.colorThreshold = value;
+
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::MatchTextChanged()
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.text =
+		_matchText->toPlainText().toUtf8().constData();
+
+	adjustSize();
+	updateGeometry();
+
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::RegexChanged(const RegexConfig &conf)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.regex = conf;
+	adjustSize();
+	updateGeometry();
+
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::PageSegModeChanged(int idx)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->SetPageSegMode(static_cast<tesseract::PageSegMode>(
+		_pageSegMode->itemData(idx).toInt()));
+
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::TesseractBaseDirChanged(const QString &path)
+{
+	GUARD_LOADING_AND_LOCK();
+	if (!_entryData->SetTesseractBaseDir(path.toStdString())) {
+		const QString message(obs_module_text(
+			"AdvSceneSwitcher.condition.video.ocrLanguageNotFound"));
+		const QDir dataDir(path);
+		const QString fileName(_languageCode->text() + ".traineddata");
+		DisplayMessage(message.arg(fileName, dataDir.absolutePath()));
+
+		// Reset to previous value
+		const QSignalBlocker b(this);
+		_tesseractBaseDir->SetPath(
+			_entryData->_ocrParameters.GetTesseractBasePath());
+		return;
+	}
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::LanguageChanged()
+{
+	GUARD_LOADING_AND_LOCK();
+	if (!_entryData->SetLanguageCode(_languageCode->text().toStdString())) {
+		const QString message(obs_module_text(
+			"AdvSceneSwitcher.condition.video.ocrLanguageNotFound"));
+		const QDir dataDir(QString::fromStdString(
+			_entryData->_ocrParameters.GetTesseractBasePath()));
+		const QString fileName(_languageCode->text() + ".traineddata");
+		DisplayMessage(message.arg(fileName, dataDir.absolutePath()));
+
+		// Reset to previous value
+		const QSignalBlocker b(this);
+		_languageCode->setText(
+			_entryData->_ocrParameters.GetLanguageCode());
+		return;
+	}
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::UseConfigChanged(int value)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.EnableCustomConfig(value);
+	SetLayoutVisible(_configLayout, value);
+	adjustSize();
+	updateGeometry();
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+void OCREdit::ConfigFileChanged(const QString &path)
+{
+	GUARD_LOADING_AND_LOCK();
+	_entryData->_ocrParameters.SetCustomConfigFile(path.toStdString());
+	_previewDialog->OCRParametersChanged(_entryData->_ocrParameters);
+}
+
+} // namespace advss