print("test get_normalized_frame method")
frame = flmrk.get_normalized_frame(arr, bbox)[0]
frame = frame.astype(np.double)
im = Image.fromarray(frame)
plt.imshow(np.asarray(im), cmap = plt.get_cmap('gray'))
plt.show()
print("test detect_base method")
landmarks = flmrk.detect_base(frame)
im = Image.fromarray(frame)
img_dr = ImageDraw.Draw(im)
r = 2.
for i in range(n):
x = landmarks[0, i]
y = landmarks[1, i]
img_dr.ellipse((x-r, y-r, x+r, y+r), fill=0.)
plt.imshow(np.asarray(im), cmap = plt.get_cmap('gray'))
plt.show()
print("test psi method")
# psi = flmrk.get_psi(frame, landmarks.astype(np.int32), bbox)
psi = flmrk.get_psi(landmarks, frame, bbox)
#flmrk.get_psi(d_landmarks, arr, bbox)
break
print "test detect method"
frame = flmrk.get_normalized_frame(arr, bbox)[0]
frame = frame.astype(np.double)
im = Image.fromarray(frame)
plt.imshow(np.asarray(im), cmap=plt.get_cmap("gray"))
plt.show()
print "test detect_base method"
landmarks = flmrk.detect_base(frame)
im = Image.fromarray(frame)
img_dr = ImageDraw.Draw(im)
r = 2.0
for i in xrange(n):
x = landmarks[0, i]
y = landmarks[1, i]
img_dr.ellipse((x - r, y - r, x + r, y + r), fill=0.0)
plt.imshow(np.asarray(im), cmap=plt.get_cmap("gray"))
plt.show()
print "test psi method"
psi = flmrk.get_psi(frame, landmarks.astype(np.int32), bbox)
# flmrk.get_psi(d_landmarks, arr, bbox)
break
print "test get_normalized_frame method"
frame = flmrk.get_normalized_frame(arr, bbox)[0]
frame = frame.astype(np.double)
im = Image.fromarray(frame)
plt.imshow(np.asarray(im), cmap=plt.get_cmap('gray'))
plt.show()
print "test detect_base method"
landmarks = flmrk.detect_base(frame)
im = Image.fromarray(frame)
img_dr = ImageDraw.Draw(im)
r = 2.
for i in xrange(n):
x = landmarks[0, i]
y = landmarks[1, i]
img_dr.ellipse((x - r, y - r, x + r, y + r), fill=0.)
plt.imshow(np.asarray(im), cmap=plt.get_cmap('gray'))
plt.show()
print "test psi method"
# psi = flmrk.get_psi(frame, landmarks.astype(np.int32), bbox)
psi = flmrk.get_psi(landmarks, frame, bbox)
#flmrk.get_psi(d_landmarks, arr, bbox)
break
print "test detect method"
frame = flmrk.get_normalized_frame(arr, bbox)[0]
frame = frame.astype(np.double)
im = Image.fromarray(frame)
plt.imshow(np.asarray(im), cmap=plt.get_cmap('gray'))
plt.show()
print "test detect_base method"
landmarks = flmrk.detect_base(frame)
im = Image.fromarray(frame)
img_dr = ImageDraw.Draw(im)
r = 2.
for i in xrange(n):
x = landmarks[0, i]
y = landmarks[1, i]
img_dr.ellipse((x - r, y - r, x + r, y + r), fill=0.)
plt.imshow(np.asarray(im), cmap=plt.get_cmap('gray'))
plt.show()
print "test psi method"
psi = flmrk.get_psi(frame, landmarks.astype(np.int32), bbox)
#flmrk.get_psi(d_landmarks, arr, bbox)
break
