Create detection.py

Avishake007 · web-flow · commit e837df443e99 · 2021-03-15T21:04:52.000+05:30
diff --git a/Body Detection/detection.py b/Body Detection/detection.py
@@ -0,0 +1,35 @@
+import cv2
+ 
+# Load the Cascade Classifier
+body_cascade = cv2.CascadeClassifier("haarcascade_fullbody.xml")
+videopath=input("Enter the video Path : ")
+#Capture the video
+cap = cv2.VideoCapture(videopath)
+ 
+while True:
+     
+    #read image from video
+    response,frame = cap.read()
+     
+    if response == False:
+        break
+         
+    # Convert to grayscale
+    gray_img = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
+     
+    # Detect the full body
+    faces = body_cascade.detectMultiScale(gray_img, 1.5, 1)
+     
+    #display rectangle
+    for (x, y, w, h) in faces:
+        cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)
+         
+        # display video
+        cv2.imshow('img', frame)
+     
+    if cv2.waitKey(1) &  0xFF == ord('q'):# Enter q to quit
+        break
+ 
+# Release the VideoCapture object
+cap.release()
+cv2.destroyAllWindows()
