diff --git a/include/detection.hpp b/include/detection.hpp
index 46930d3..dc73401 100644
--- a/include/detection.hpp
+++ b/include/detection.hpp
@@ -3,7 +3,7 @@
 #include <memory>
 #include <string>
 
-#include "opencv2/core/core.hpp"
+#include "opencv2/opencv.hpp"
 
 class Detector {
  public:
@@ -12,3 +12,13 @@ class Detector {
   virtual void Detect(const cv::Mat& frame, std::vector<cv::Rect>& objects,
                       std::vector<double>& scores) = 0;
 };
+
+class CascadeDetector : public Detector {
+public:
+	virtual bool Init(const std::string& model_file_path);
+	virtual void Detect(const cv::Mat& frame, std::vector<cv::Rect>& objects,
+		std::vector<double>& scores);
+
+protected:
+	cv::CascadeClassifier detector;
+};
diff --git a/src/detection.cpp b/src/detection.cpp
index 15e7fd1..03bea7a 100644
--- a/src/detection.cpp
+++ b/src/detection.cpp
@@ -7,7 +7,31 @@ using std::shared_ptr;
 using namespace cv;
 
 shared_ptr<Detector> Detector::CreateDetector(const string& name) {
+	if (name == "cascade") {
+		return std::make_shared<CascadeDetector>();
+	}
   std::cerr << "Failed to create detector with name '" << name << "'"
             << std::endl;
   return nullptr;
+
+}
+
+bool CascadeDetector::Init(const std::string& model_file_path)
+{
+	if (detector.load(model_file_path)==true)
+	{
+		return true;
+	}
+	else return false;
 }
+
+void CascadeDetector::Detect(const cv::Mat& frame, std::vector<cv::Rect>& objects,
+	std::vector<double>& scores)
+{
+	std::vector<int> scores_int;
+	detector.detectMultiScale(frame, objects, scores_int);
+	scores.resize(scores_int.size());
+	for (std::vector<int>::size_type i = 0; i < scores_int.size(); ++i) {
+		scores[i] = scores_int[i];
+	}
+}
\ No newline at end of file