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author | Théo de la Hogue | 2022-03-14 23:45:45 +0100 |
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committer | Théo de la Hogue | 2022-03-14 23:45:45 +0100 |
commit | 128c90e714924ac96f82ae5eace75bad09ba5471 (patch) | |
tree | b1a806d4b832315d2f8891359c2623033f34106a /src/examples/tobii_camera_calibration.py | |
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Pre-alpha version of ArGaze package
Diffstat (limited to 'src/examples/tobii_camera_calibration.py')
-rw-r--r-- | src/examples/tobii_camera_calibration.py | 113 |
1 files changed, 113 insertions, 0 deletions
diff --git a/src/examples/tobii_camera_calibration.py b/src/examples/tobii_camera_calibration.py new file mode 100644 index 0000000..0e621b5 --- /dev/null +++ b/src/examples/tobii_camera_calibration.py @@ -0,0 +1,113 @@ +#!/usr/bin/env python + +""" +tobii_camera_calibration.py + +Author: + - Théo de la Hogue, theo.de-la-hogue@enac.fr + +This program: + - Captures board pictures with a full displayed board inside + - Outputs camera calibration data into a camera.json file + +Reference: + - https://automaticaddison.com/how-to-perform-pose-estimation-using-an-aruco-marker/ +""" +import os +import time + +from TobiiGlassesPro2 import TobiiController, TobiiVideo +from ArUcoMarkers import ArUcoBoard, ArUcoTracker, ArUcoCamera + +import cv2 as cv + +# tobii glasses ip address +ip_address = '192.168.1.10' + +# manage export folder +current_folder = os.path.dirname(__file__) +export_folder = os.path.join(current_folder, '_export') +if not os.path.exists(export_folder): + os.makedirs(export_folder) + print(f'\'_export\' folder created') + +# create tobii controller +tobii_controller = TobiiController.TobiiController(ip_address, 'ArGaze', 1) + +# create tobii video thread +tobii_video_thread = TobiiVideo.TobiiVideoThread(tobii_controller) +tobii_video_thread.start() + +# create aruco camera +aruco_camera = ArUcoCamera.ArUcoCamera() + +# create aruco board +aruco_board = ArUcoBoard.ArUcoBoard('DICT_4X4_50', 7, 5, 5, 3) # 7 columns, 5 rows, square size (cm), marker size (cm) + +# create aruco tracker +aruco_tracker = ArUcoTracker.ArUcoTracker('DICT_4X4_50', 6, aruco_camera) # aruco dictionaries, marker length (cm), camera + +# start tobii glasses streaming +tobii_controller.start_streaming() + +print("Camera calibration starts") +print("Waiting for calibration board...") + +frame_width = 0 +frame_height = 0 + +expected_markers_number = len(aruco_board.get_ids()) +expected_corners_number = (aruco_board.get_size()[0] - 1 ) * (aruco_board.get_size()[1] - 1) + +# capture frame with a full displayed board +while True: + + frame, frame_width, frame_height, frame_time, frame_pts = tobii_video_thread.read() + + # track all markers in the board + aruco_tracker.track_board(frame, aruco_board, expected_markers_number) + + # draw only markers + aruco_tracker.draw(frame) + + # draw current calibration data count + cv.putText(frame, f'Capture: {aruco_camera.get_calibration_data_count()}', (50, 50), cv.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv.LINE_AA) + cv.imshow('Tobii Camera Calibration', frame) + + # if all board corners are detected + if aruco_tracker.get_board_corners_number() == expected_corners_number: + + # draw board corners to notify a capture is done + aruco_tracker.draw_board(frame) + + # append data + aruco_camera.store_calibration_data(aruco_tracker.get_board_corners(), aruco_tracker.get_board_corners_ids()) + + cv.imshow(f'Tobii Camera Calibration', frame) + + time.sleep(2) + + # quit on 'Esc' command + key = cv.waitKey(1) + if key == 27: + cv.destroyAllWindows() + break + +# stop tobii objects +tobii_video_thread.stop() + +tobii_controller.stop_streaming() +tobii_controller.close() + +print('\nCalibrating camera...') +aruco_camera.calibrate(aruco_board, frame_width, frame_height) + +print('\nCalibration succeeded!') +print(f'\nRMS:\n{aruco_camera.get_rms()}') +print(f'\nCamera matrix:\n{aruco_camera.get_K()}') +print(f'\nDistortion coefficients:\n{aruco_camera.get_D()}') + +aruco_camera.save_calibration_file(os.join(export_folder,'tobii_camera.json')) + +print(f'\nCalibration data exported into tobii_camera.json file') + |