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