cv2.putText(
show_frame,
"g:%d a:%d" % (face_attribute.gender, face_attribute.age),
(result.box.left, result.box.top - 10),
cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0))
if face_angle is not None and landmark.landmarks_count > 0:
print('face angle: %f %f %f' %
(face_angle.pitch, face_angle.yaw, face_angle.roll))
cv2.putText(
show_frame, "p=%.0f y=%.0f r=%.0f" %
(face_angle.pitch, face_angle.yaw, face_angle.roll),
(result.box.left, result.box.bottom + 30),
cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0))
for p in landmark.landmarks:
cv2.circle(show_frame, (p.x, p.y), 1, (0, 255, 0), 2)
index += 1
# Display the resulting frame
cv2.imshow('RockX Face Analyze - ' + str(args.device), show_frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything done, release the capture
cap.release()
cv2.destroyAllWindows()
face_det_handle.release()
face_landmark5_handle.release()
face_landmark68_handle.release()
face_attr_handle.release()
import cv2
if __name__ == '__main__':
parser = argparse.ArgumentParser(description="RockX Object Detection Demo")
parser.add_argument('-i', '--image', help="input image", type=str)
parser.add_argument('-d', '--device', help="target device id", type=str)
args = parser.parse_args()
object_det_handle = RockX(RockX.ROCKX_MODULE_OBJECT_DETECTION, target_device=args.device)
in_img = cv2.imread(args.image)
in_img_h, in_img_w = in_img.shape[:2]
ret, results = object_det_handle.rockx_face_detect(in_img, in_img_w, in_img_h, RockX.ROCKX_PIXEL_FORMAT_BGR888)
for result in results:
label = RockX.ROCKX_OBJECT_DETECTION_LABELS_91[result.cls_idx]
print('%s (%d %d %d %d) %f' % (label, result.box.left, result.box.top, result.box.right, result.box.bottom, result.score))
cv2.rectangle(in_img,
(result.box.left, result.box.top),
(result.box.right, result.box.bottom),
(0, 255, 0), 2)
cv2.putText(in_img, "%s" % label,
(result.box.left, result.box.top - 10),
cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0))
cv2.imwrite('out.jpg', in_img)
object_det_handle.release()
index = 0
for result in results:
cv2.rectangle(show_frame,
(result.box.left, result.box.top),
(result.box.right, result.box.bottom),
(0, 255, 0), 2)
ret, align_result = carplate_align_handle.rockx_carplate_align(frame, in_img_w, in_img_h,
RockX.ROCKX_PIXEL_FORMAT_RGB888, result.box)
if align_result is not None:
ret, recog_result = carplate_recog_handle.rockx_carplate_recognize(align_result.aligned_image)
if recog_result is not None:
show_frame = draw_cn_char(show_frame, recog_result, (160 + 10, (40*index)), (255, 0, 0))
# cv2.putText(frame, str, (160 + 10, (10+40*index+20)), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255))
show_frame[(10+40*index):(10+40*index+40), 10:(160+10)] = align_result.aligned_image
index += 1
cv2.imshow('RockX Carplate - ' + str(args.device), show_frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()
carplate_det_handle.release()
2)
if align_img is not None and index < 3:
show_frame[(10 + 112 * index):(10 + 112 * index + 112),
10:(112 + 10)] = align_img
show_str = str(result.id)
if target_name is not None:
show_str += str.format(" - {name}", name=target_name)
if target_face is not None and 'image' in target_face.keys(
) and target_face['image'] is not None and index < 3:
show_frame[(10 + 112 * index):(10 + 112 * index + 112),
132:(112 + 132)] = target_face['image']
cv2.putText(show_frame, show_str,
(result.box.left, result.box.top - 12),
cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0))
index += 1
# Display the resulting frame
cv2.imshow('RockX Face Recog - ' + str(target_device), show_frame)
cv2.moveWindow('RockX Face Recog - ' + str(target_device), 300, 100)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything done, release the capture
cap.release()
cv2.destroyAllWindows()
face_det_handle.release()
target_device=args.device)
cap = cv2.VideoCapture(args.camera)
cap.set(3, 1280)
cap.set(4, 720)
last_face_feature = None
while True:
# Capture frame-by-frame
ret, frame = cap.read()
in_img_h, in_img_w = frame.shape[:2]
ret, results = head_det_handle.rockx_face_detect(
frame, in_img_w, in_img_h, RockX.ROCKX_PIXEL_FORMAT_BGR888)
for result in results:
cv2.rectangle(frame, (result.box.left, result.box.top),
(result.box.right, result.box.bottom), (0, 255, 0),
2)
# Display the resulting frame
cv2.imshow('RockX Head Detection - ' + str(args.device), frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything done, release the capture
cap.release()
cv2.destroyAllWindows()
head_det_handle.release()
in_img_h, in_img_w = frame.shape[:2]
start = time.time()
ret, results = pose_body_handle.rockx_pose_body(
frame, in_img_w, in_img_h, RockX.ROCKX_PIXEL_FORMAT_BGR888)
end = time.time()
print('pose body use: ', end - start)
index = 0
for result in results:
for p in result.points:
cv2.circle(frame, (p.x, p.y), 3, (0, 255, 0), 3)
for pairs in RockX.ROCKX_POSE_BODY_KEYPOINTS_PAIRS:
pt1 = result.points[pairs[0]]
pt2 = result.points[pairs[1]]
if pt1.x <= 0 or pt1.y <= 0 or pt2.x <= 0 or pt2.y <= 0:
continue
cv2.line(frame, (pt1.x, pt1.y), (pt2.x, pt2.y), (255, 0, 0), 2)
index += 1
# Display the resulting frame
cv2.imshow('RockX Pose - ' + str(args.device), frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything done, release the capture
cap.release()
cv2.destroyAllWindows()
pose_body_handle.release()
pose_finger_handle = RockX(RockX.ROCKX_MODULE_POSE_FINGER_3,
target_device=args.device)
cap = cv2.VideoCapture(args.camera)
cap.set(3, 1280)
cap.set(4, 720)
last_face_feature = None
while True:
# Capture frame-by-frame
ret, frame = cap.read()
in_img_h, in_img_w = frame.shape[:2]
ret, result = pose_finger_handle.rockx_pose_finger(
frame, in_img_w, in_img_h, RockX.ROCKX_PIXEL_FORMAT_BGR888)
for p in result.points:
cv2.circle(frame, (p.x, p.y), 3, (0, 255, 0), 3)
# Display the resulting frame
cv2.imshow('RockX Finger - ' + str(args.device), frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# When everything done, release the capture
cap.release()
cv2.destroyAllWindows()
pose_finger_handle.release()