""" 示例 3:实时曲线与幅值图显示 本示例演示如何在读取传感器结果的同时: 1. 显示形变矢量场 2. 显示流场幅值热力图 3. 使用 PyQtGraph 实时绘制法向力与切向力曲线 4. 按键控制录像开始与结束 """ import argparse import os import sys import time from pathlib import Path os.environ["OPENCV_VIDEOIO_MSMF_ENABLE_HW_TRANSFORMS"] = "0" import cv2 import orisys _EXAMPLES_DIR = Path(__file__).resolve().parent if str(_EXAMPLES_DIR) not in sys.path: sys.path.insert(0, str(_EXAMPLES_DIR)) from viz import ForceChartWindow, FrameRecorder, draw_magnitude_map, lowpass_filter def open_sensor(video: str, config: str, cal: str, verbose: bool): try: source = int(video) except ValueError: source = video return orisys.Sensor(source, config_name=config, cal_path=cal, verbose=verbose) def main(): parser = argparse.ArgumentParser() parser.add_argument("--video", "-v", type=str, default="0", help="视频源:摄像头编号或视频文件路径") parser.add_argument("--config", "-c", type=str, default="./config/ddjx01.json", help="配置文件名称或路径") parser.add_argument("--cal", "-cal", type=str, default="./config/ddjx01.npy", help="标定文件路径") parser.add_argument("--verbose", "-verbose", type=bool, default=True, help="是否输出详细日志") args = parser.parse_args() charts = ForceChartWindow() recorder = FrameRecorder() sensor = open_sensor(args.video, args.config, args.cal, args.verbose) start_time = time.time() print("\n按键说明:'q' 退出程序,'s' 开始录像,'e' 结束录像。") try: while True: sensor.get_img() recorder.write_if_recording(sensor.frame) sensor.compute_deformation(check_motion=True, threshold=0) fps, fn, fx, fy, flow, vnormal, vshear = sensor.read_info( sensor.info.FPS, sensor.info.FNORMAL, sensor.info.FSHEARX, sensor.info.FSHEARY, sensor.info.VRAW, sensor.info.VNORMAL, sensor.info.VSHEAR, ) print(f"FPS={fps:.2f}, 法向力={fn:.4f}, 切向力X={fx:.4f}, 切向力Y={fy:.4f}") arrows = orisys.util.draw_arrows(sensor.img, flow, threshold=5, grid_spacing=10, arrow_scale=1.0) cv2.imshow("形变矢量场", arrows) cv2.imshow("流场幅值图", draw_magnitude_map(flow)) charts.push(time.time() - start_time, fn, fx, fy) display = charts.data.copy() for channel in range(3): display[:, 1, channel] = lowpass_filter( charts.data[:, 1, channel], cutoff_hz=5, sample_rate_hz=30, ) charts.refresh(display) key = cv2.waitKey(1) if key & 0xFF == ord("q"): print("\n正在退出示例程序...") break if key == ord("s"): recorder.start(sensor.frame) if key == ord("e"): recorder.stop() finally: sensor.disconnect() if __name__ == "__main__": main()