mi-task/utils/image_raw.py

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#!/usr/bin/env python3
#ros2 run camera_test camera_server
# //启动stereo_camera
# ros2 run camera_test stereo_camera
# ros2 lifecycle set /stereo_camera configure
# ros2 lifecycle set /stereo_camera activate
#real
#ros2 launch realsense2_camera on_dog.py
#ros2 lifecycle set /camera/camera configure
#ros2 lifecycle set /camera/camera activate
import rclpy
from rclpy.node import Node
from sensor_msgs.msg import Image
from cv_bridge import CvBridge
import cv2
import os
from threading import Thread, Lock
import time
import queue
from datetime import datetime
from utils.log_helper import get_logger
# 导入AI相机服务
from protocol.srv import CameraService
# qrcode
from pyzbar import pyzbar
class ImageSubscriber(Node):
def __init__(self):
super().__init__('ai_camera_demo')
# 初始化安全控制标志
self._shutdown_flag = False
self._ros_initialized = True
# 创建服务客户端
self.camera_client = self.create_client(CameraService, '/camera_service')
while not self.camera_client.wait_for_service(timeout_sec=1.0):
self.get_logger().info('等待AI相机服务...')
# 图像订阅
self.image_sub = self.create_subscription(
Image, '/image_rgb', self.image_callback_rgb, 10
)
self.image_sub_left = self.create_subscription(
Image, '/image_left', self.image_callback_left, 10
)
self.image_sub_right = self.create_subscription(
Image, '/image_right', self.image_callback_right, 10
)
self.image_sub_ai= self.create_subscription(
Image, '/image', self.image_callback_ai, 10
)
# 工具初始化
self.bridge = CvBridge()
self.cv_image_rgb = None
self.cv_image_left = None
self.cv_image_right = None
self.cv_image_ai = None
self.camera_started = False
# 截图控制参数
self.last_save_time = {
'rgb': time.time(),
'left': time.time(),
'right': time.time(),
'ai': time.time()
}
self.start_time = time.time()
self.save_interval = 0.5
self.total_duration = 1.0
self.save_dir = "saved_images"
os.makedirs(self.save_dir, exist_ok=True)
# 安全启动相机
self.start_camera()
def start_camera(self):
"""安全启动相机"""
if not self._ros_initialized:
return False
req = CameraService.Request()
req.command = 9
req.width, req.height, req.fps = 640, 480, 30
future = self.camera_client.call_async(req)
rclpy.spin_until_future_complete(self, future)
result = future.result()
self.get_logger().info(f'服务返回: [code={result.result}, msg="{result.msg}"]')
if result.result == 0:
self.get_logger().info('相机启动成功')
self.camera_started = True
return True
else:
self.get_logger().error(f'启动失败 (错误码 {result.result})')
return False
def stop_camera(self):
"""安全停止相机"""
if not self.camera_started or not self._ros_initialized:
return True
req = CameraService.Request()
req.command = 10
try:
future = self.camera_client.call_async(req)
rclpy.spin_until_future_complete(self, future, timeout_sec=2.0)
if future.result().result == 0:
self.get_logger().info('相机已停止')
self.camera_started = False
return True
else:
self.get_logger().error(f'停止失败: {future.result().msg}')
return False
except Exception as e:
self.get_logger().error(f'停止异常: {str(e)}')
return False
def save_image(self, image, prefix):
"""改进的保存方法"""
if image is None:
return False
try:
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S_%f")
filename = f"{self.save_dir}/{prefix}_{timestamp}.jpg"
cv2.imwrite(filename, image)
self.get_logger().info(f"已保存 {prefix} 图像: {filename}")
return True
except Exception as e:
self.get_logger().error(f"保存{prefix}图像失败: {str(e)}")
return False
def image_callback_rgb(self, msg):
# """安全的图像回调"""
# if getattr(self, '_shutdown_flag', False):
# self.get_logger().warning('image_callback, shutdown')
# print('image_callback, shutdown')
# return
# current_time = time.time()
try:
self.cv_image_rgb = self.bridge.imgmsg_to_cv2(msg, 'bgr8')
if time.time() - self.last_save_time['rgb'] >= self.save_interval:
self.save_image(self.cv_image_rgb, 'rgb')
self.last_save_time['rgb'] = time.time()
except Exception as e:
self.get_logger().error(f"RGB图像处理错误: {str(e)}")
def image_callback_left(self, msg):
try:
self.cv_image_left = self.bridge.imgmsg_to_cv2(msg, 'bgr8')
if time.time() - self.last_save_time['left'] >= self.save_interval:
self.save_image(self.cv_image_left, 'left')
self.last_save_time['left'] = time.time()
except Exception as e:
self.get_logger().error(f"左图像处理错误: {str(e)}")
def image_callback_right(self, msg):
try:
self.cv_image_right = self.bridge.imgmsg_to_cv2(msg, 'bgr8')
if time.time() - self.last_save_time['right'] >= self.save_interval:
self.save_image(self.cv_image_right, 'right')
self.last_save_time['right'] = time.time()
except Exception as e:
self.get_logger().error(f"右图像处理错误: {str(e)}")
def image_callback_ai(self, msg):
try:
self.cv_image_ai = self.bridge.imgmsg_to_cv2(msg, 'bgr8')
if time.time() - self.last_save_time['ai'] >= self.save_interval:
self.save_image(self.cv_image_ai, 'ai')
self.last_save_time['ai'] = time.time()
except Exception as e:
self.get_logger().error(f"ai图像处理错误: {str(e)}")
def safe_spin(self):
"""安全spin循环"""
while rclpy.ok() and not getattr(self, '_shutdown_flag', False):
rclpy.spin_once(self, timeout_sec=0.1)
def destroy(self):
"""安全销毁节点"""
if not self._ros_initialized:
return
self.stop_camera()
self._shutdown_flag = True
if hasattr(self, '_ros_initialized'):
self.destroy_node()
rclpy.shutdown()
def get_latest_image(self,text):
"""外部获取最新图像接口"""
return self.cv_image.copy() if self.cv_image is not None else None
class ImageProcessor:
def __init__(self):
self.image_subscriber = ImageSubscriber()
self.spin_thread = None
self.running = True
# self.log = get_logger("图像处理器")
# 异步 QR 码扫描相关
self.scan_thread = None
self.image_queue = queue.Queue(maxsize=3) # 限制队列大小,只保留最新的图像
self.scan_lock = Lock()
self.last_qr_result = None
self.last_qr_time = 0
self.is_scanning = False
self.enable_async_scan = False
def run(self):
self.spin_thread = Thread(target=self._spin)
self.spin_thread.start()
def _spin(self):
try:
while self.running:
rclpy.spin_once(self.image_subscriber, timeout_sec=0.1)
except Exception as e:
# self.log.error(f"Spin线程错误: {e}", "错误")
print('threat wrong')
def destroy(self):
self.running = False
self.stop_async_scan()
if self.spin_thread:
self.spin_thread.join()
# 停止AI相机
self.image_subscriber.stop_camera()
self.image_subscriber.destroy_node()
def get_current_image(self, text = 'rgb'):
# INFO 默认返回 rgb 图像
if text=='ai':
return self.image_subscriber.cv_image_ai
elif text=='left':
return self.image_subscriber.cv_image_left
elif text=='right':
return self.image_subscriber.cv_image_right
else: # text=='rgb':
return self.image_subscriber.cv_image_rgb
def decode_all_qrcodes(self, img=None):
"""使用pyzbar解码QR码"""
if img is None:
img = self.get_current_image('ai')
if img is None:
return None
try:
# 使用pyzbar解码所有条形码/QR码
decoded_objects = pyzbar.decode(img)
if decoded_objects:
# 返回第一个QR码的数据解码为字符串
qr_data = decoded_objects[0].data.decode('utf-8')
return qr_data
return None
except Exception as e:
print(f"QR码解码错误: {str(e)}")
return None
# def decode_all_qrcodes(self, img=None):
# """解码图像中的所有QR码/条形码"""
# if img is None:
# img = self.get_current_image()
# if img is None:
# return []
# try:
# decoded_objects = pyzbar.decode(img)
# results = []
# for obj in decoded_objects:
# result = {
# 'data': obj.data.decode('utf-8'),
# 'type': obj.type,
# 'rect': obj.rect, # 位置信息 (x, y, width, height)
# 'polygon': obj.polygon # 多边形顶点
# }
# results.append(result)
# return results
# except Exception as e:
# print(f"批量QR码解码错误: {str(e)}")
# return []
def start_async_scan(self, interval=0.3):
"""
启动异步 QR 码扫描
参数:
interval: 扫描间隔,单位秒
"""
if self.scan_thread is not None and self.scan_thread.is_alive():
self.log.warning("异步扫描已经在运行中", "警告")
print('scan,warn')
return
self.enable_async_scan = True
self.is_scanning = False
self.scan_thread = Thread(target=self._async_scan_worker, args=(interval,))
self.scan_thread.daemon = True # 设为守护线程,主线程结束时自动结束
self.scan_thread.start()
self.log.info("启动异步 QR 码扫描线程", "启动")
print('start')
def stop_async_scan(self):
"""停止异步 QR 码扫描"""
self.enable_async_scan = False
if self.scan_thread and self.scan_thread.is_alive():
self.scan_thread.join(timeout=1.0)
self.log.info("异步 QR 码扫描线程已停止", "停止")
print('stop')
def _async_scan_worker(self, interval):
"""异步扫描工作线程"""
last_scan_time = 0
while self.enable_async_scan and self.running:
current_time = time.time()
# 按指定间隔扫描
if current_time - last_scan_time >= interval:
img = self.get_current_image('ai')
if img is not None:
try:
self.is_scanning = True
qr_data = self.decode_all_qrcodes(img)
print(qr_data)
self.is_scanning = False
with self.scan_lock:
if qr_data:
self.last_qr_result = qr_data
self.last_qr_time = current_time
self.log.success(f"异步扫描到 QR 码: {qr_data}", "扫描")
print(f"异步扫描到 QR 码: {qr_data}")
except Exception as e:
self.is_scanning = False
self.log.error(f"异步 QR 码扫描出错: {e}", "错误")
print(f"异步 QR 码扫描出错: {e}")
else:
print('no img')
last_scan_time = current_time
# 短暂休眠避免占用过多 CPU
time.sleep(0.05)
def get_last_qr_result(self):
"""获取最后一次成功扫描的 QR 码结果"""
with self.scan_lock:
return self.last_qr_result, self.last_qr_time
""" DEBUG """
# def main(args=None):
# rclpy.init(args=args)
# image_subscriber = ImageSubscriber()
# try:
# rclpy.spin(image_subscriber)
# except KeyboardInterrupt:
# pass
# # 清理
# image_subscriber.stop_camera()
# image_subscriber.destroy_node()
# if __name__ == '__main__':
# main()