I had a look at different solutions to this same problem and didnt come up with anything. I tried changing the path to the XML file. Didnt help me.
Here is the code.
import numpy as np
import cv2
face_cascade = cv2.CascadeClassifier('opencv/data/haarcascades/haarcascade_frontalface_default.xml')
eye_cascade = cv2.CascadeClassifier('opencv/data/haarcascades/haarcascade_eye.xml')
img = cv2.imread('face.jpg')
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray, 1.3, 5)
for (x,y,w,h) in faces:
cv2.rectangle(img,(x,y),(x+w,y+h),(255,0,0),2)
roi_gray = gray[y:y+h, x:x+w]
roi_color = img[y:y+h, x:x+w]
eyes = eye_cascade.detectMultiScale(roi_gray)
for (ex,ey,ew,eh) in eyes:
cv2.rectangle(roi_color,(ex,ey),(ex+ew,ey+eh),(0,255,0),2)
cv2.imshow('img',img)
cv2.waitKey(0)
cv2.destroyAllWindows()
It still gives me the same error and that is
OpenCV Error: Assertion failed (!empty()) in detectMultiScale, file /home/arpit/opencv/modules/objdetect/src/cascadedetect.cpp, line 1639
Traceback (most recent call last):
File "face.py", line 10, in <module>
faces = face_cascade.detectMultiScale(gray, 1.3, 5)
cv2.error: /home/arpit/opencv/modules/objdetect/src/cascadedetect.cpp:1639: error: (-215) !empty() in function detectMultiScale
Thanks in advance :)