I have a problem with saving cropped images in a loop. My code:
def run(self, image_file):
print(image_file)
cap = cv2.VideoCapture(image_file)
while(cap.isOpened()):
ret, frame = cap.read()
if ret == True:
img = frame
min_h = int(max(img.shape[0] / self.min_height_dec, self.min_height_thresh))
min_w = int(max(img.shape[1] / self.min_width_dec, self.min_width_thresh))
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = self.face_cascade.detectMultiScale(gray, 1.3, minNeighbors=5, minSize=(min_h, min_w))
images = []
for i, (x, y, w, h) in enumerate(faces):
images.append(self.sub_image('%s/%s-%d.jpg' % (self.tgtdir, self.basename, i + 1), img, x, y, w, h))
print('%d faces detected' % len(images))
for (x, y, w, h) in faces:
self.draw_rect(img, x, y, w, h)
# Fix in case nothing found in the image
outfile = '%s/%s.jpg' % (self.tgtdir, self.basename)
cv2.imwrite(outfile, img)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
else:
break
cap.release()
cv2.destroyAllWindows()
return images, outfile
I have a loop for every frame with cropping on faces. The problem is that for every cropped image and picture it gives the same name, and in the end I have faces only from the last frame. How should I fix this code to save all cropped faces and images?