|
| 1 | +import cv2 |
| 2 | +import numpy |
| 3 | +from pupil_apriltags import Detector |
| 4 | +import sys |
| 5 | + |
| 6 | +LINE_WIDTH = 5 |
| 7 | + |
| 8 | +RED = (255, 0, 0) |
| 9 | +GREEN = (0, 255, 0) |
| 10 | +BLUE = (0, 0, 255) |
| 11 | +PURPLE = (214, 48, 255) |
| 12 | +LIGHT_BLUE = (0, 255, 255) |
| 13 | +ORANGE = (255, 166, 0) |
| 14 | + |
| 15 | +COLORS = [GREEN, RED, BLUE, PURPLE, LIGHT_BLUE, ORANGE] |
| 16 | + |
| 17 | +def get_color(tag_id): |
| 18 | + num = tag_id % len(COLORS) |
| 19 | + return COLORS[num] |
| 20 | + |
| 21 | +def convert_tag_corners(corners): |
| 22 | + new_corners = [] |
| 23 | + for corner in corners: |
| 24 | + new_corner = [] |
| 25 | + for cord in corner: |
| 26 | + new_corner.append(int(cord.round())) |
| 27 | + #print(cord) |
| 28 | + #print(int(cord.round())) |
| 29 | + new_corners.append(new_corner) |
| 30 | + #print(new_corner) |
| 31 | + #print(new_corners) |
| 32 | + return new_corners |
| 33 | + |
| 34 | +if len(sys.argv) > 2: |
| 35 | + print("Enabled Pose") |
| 36 | + enablePose = True |
| 37 | + tagSize = int(sys.argv[2]) / 100 |
| 38 | +else: |
| 39 | + enablePose = False |
| 40 | + tagSize = 0.1 |
| 41 | + |
| 42 | +at_detector = Detector(families='tag36h11', nthreads=1, quad_decimate=1.0, quad_sigma=0.0, refine_edges=1, decode_sharpening=0.25, debug=0) |
| 43 | + |
| 44 | +cam_id = 0 |
| 45 | +while True: |
| 46 | + print("Opening camera " + str(cam_id)) |
| 47 | + cam = cv2.VideoCapture(cam_id) |
| 48 | + if input("Is this camera correct? (y/n): ") == "y": |
| 49 | + break |
| 50 | + cam.release() |
| 51 | + cam_id += 1 |
| 52 | + |
| 53 | +try: |
| 54 | + while True: |
| 55 | + _, frame = cam.read() |
| 56 | + gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) |
| 57 | + |
| 58 | + tags = at_detector.detect(gray, estimate_tag_pose=enablePose, camera_params=[1, 1, 0, 0], tag_size=tagSize) |
| 59 | + |
| 60 | + height = frame.shape[0] |
| 61 | + |
| 62 | + for tag in tags: |
| 63 | + color = get_color(tag.tag_id) |
| 64 | + centerpos = (int(tag.center[0]), int(tag.center[1])) |
| 65 | + centerx = centerpos[0] |
| 66 | + corners = convert_tag_corners(tag.corners) |
| 67 | + highest_corner = 0 |
| 68 | + lowest_corner = height |
| 69 | + for corner in corners: |
| 70 | + y = corner[1] |
| 71 | + if y > highest_corner: |
| 72 | + highest_corner = y |
| 73 | + if y < lowest_corner: |
| 74 | + lowest_corner = y |
| 75 | + print("Rotation: ", end="") |
| 76 | + print(tag.pose_R) |
| 77 | + print("Translation: ", end="") |
| 78 | + print(tag.pose_t) |
| 79 | + |
| 80 | + cv2.circle(frame, centerpos, LINE_WIDTH, color, -1) |
| 81 | + |
| 82 | + cv2.line(frame, corners[0], corners[1], color, LINE_WIDTH) |
| 83 | + cv2.line(frame, corners[1], corners[2], color, LINE_WIDTH) |
| 84 | + cv2.line(frame, corners[2], corners[3], color, LINE_WIDTH) |
| 85 | + cv2.line(frame, corners[3], corners[0], color, LINE_WIDTH) |
| 86 | + |
| 87 | + cv2.putText(frame, str(tag.tag_id), (centerx, (lowest_corner - 15) if lowest_corner > 0 else (highest_corner + 15)), cv2.FONT_HERSHEY_SIMPLEX, 1, color, 2, cv2.LINE_AA) |
| 88 | + cv2.imshow("apriltag", frame) |
| 89 | + keycode = cv2.waitKey(1) |
| 90 | + if keycode == 32: |
| 91 | + break |
| 92 | +finally: |
| 93 | + cam.release() |
| 94 | + cv2.destroyAllWindows() |
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