video_capture.py 12 KB

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  1. # coding=utf-8
  2. import cv2
  3. import numpy as np
  4. import mvsdk
  5. import camera_configs
  6. import threading
  7. import time
  8. import logging
  9. import logging.handlers
  10. from multiprocessing import Process, Queue, set_start_method
  11. #全局log level, 等级从高到底为:error, warning, info, debug, 低于当前log level的log不会被打印
  12. LOG_LEVEL = logging.INFO
  13. from configparser import ConfigParser
  14. config = ConfigParser()
  15. config.read(r'./config.ini',encoding='utf-8')
  16. #部署时,将其改成对应的相机名
  17. friendlyName_L = config['camera_name']['Serial_number'] + '_l'
  18. friendlyName_R = config['camera_name']['Serial_number'] + '_r'
  19. #binocular id, 存数据库使用
  20. BINOCULAR_ID = int(friendlyName_L.split('_')[0])
  21. class Camera(object):
  22. def __init__(self,logger):
  23. super(Camera,self).__init__()
  24. #设备信息
  25. self.DevInfo_L = None
  26. self.DevInfo_R = None
  27. #设备对象
  28. self.hCamera_L = 0
  29. self.hCamera_R = 0
  30. #相机FriendNlyName,使用相机工具修改为如下
  31. #self.friendlyName_L = '1_l'
  32. #self.friendlyName_R = '1_r'
  33. #设备参数
  34. self.cap_L = None
  35. self.cap_R = None
  36. #为左右相机申请的内存
  37. self.pFrameBuffer_L = 0
  38. self.pFrameBuffer_R = 0
  39. #logger
  40. self.logger = logger
  41. def camera_init(self):
  42. while True:
  43. # 枚举相机
  44. DevList = mvsdk.CameraEnumerateDevice()
  45. if nDev < 1:
  46. self.logger.warning("No camera was found!")
  47. continue
  48. for DevInfo in DevList:
  49. #获取相机FriendlyName
  50. if DevInfo.GetFriendlyName() == friendlyName_L:
  51. self.DevInfo_L = DevInfo
  52. elif DevInfo.GetFriendlyName() == friendlyName_R:
  53. self.DevInfo_R = DevInfo
  54. if self.DevInfo_L == None or self.DevInfo_R == None:
  55. self.logger.warning('Get camera info failed!')
  56. time.sleep(10)
  57. continue
  58. try:
  59. #初始化摄像机
  60. self.hCamera_L = mvsdk.CameraInit(self.DevInfo_L, -1, -1)
  61. self.hCamera_R = mvsdk.CameraInit(self.DevInfo_R, -1, -1)
  62. except mvsdk.CameraException as e:
  63. #仅断电重新上电后,执行mvsdk.CameraInit不会产生异常
  64. #仅断网重新联网后,执行mvsdk.CameraInit会产生异常(重复初始化),错误码为-13
  65. print('init camera error:>>',e)
  66. if e.error_code == -13:
  67. self.logger.warning("CameraInit Failed({}): {}".format(e.error_code, e.message))
  68. #time.sleep(15)
  69. #continue
  70. #if self.hCamera_L > 0:
  71. # mvsdk.CameraUnInit(self.hCamera_L)
  72. # self.hCamera_L = 0
  73. #if self.hCamera_R > 0:
  74. # mvsdk.CameraUnInit(self.hCamera_R)
  75. # self.hCamera_R = 0
  76. self.close()
  77. time.sleep(10)
  78. continue
  79. self.cap_L = mvsdk.CameraGetCapability(self.hCamera_L)
  80. self.cap_R = mvsdk.CameraGetCapability(self.hCamera_R)
  81. #mvsdk.CameraSetFrameSpeed(self.hCamera_L, 5)
  82. #mvsdk.CameraSetFrameSpeed(self.hCamera_R, 5)
  83. #彩色相机输出24位灰度,这里不需要判断是黑白相机还是彩色相机
  84. mvsdk.CameraSetIspOutFormat(self.hCamera_L, mvsdk.CAMERA_MEDIA_TYPE_BGR8)
  85. mvsdk.CameraSetIspOutFormat(self.hCamera_R, mvsdk.CAMERA_MEDIA_TYPE_BGR8)
  86. # 相机模式切换成软件触发采集,触发次数1
  87. mvsdk.CameraSetTriggerMode(self.hCamera_L, 1)#0: 连续触发; 1: 软触发; 2: 外触发;
  88. mvsdk.CameraSetTriggerCount(self.hCamera_L, 1);#如果这里设置成0,后面用mvsdk.CameraSoftTrigger触发则会产生-12超时错误
  89. mvsdk.CameraSetTriggerMode(self.hCamera_R, 1)
  90. mvsdk.CameraSetTriggerCount(self.hCamera_R, 1);
  91. # 自动曝光,设定亮度
  92. mvsdk.CameraSetAeState(self.hCamera_L, 1)
  93. mvsdk.CameraSetAeTarget(self.hCamera_L, 120)
  94. mvsdk.CameraSetAeState(self.hCamera_R, 1)
  95. mvsdk.CameraSetAeTarget(self.hCamera_R, 120)
  96. #曝光时间30ms
  97. mvsdk.CameraSetExposureTime(self.hCamera_L, 15 * 1000)
  98. mvsdk.CameraSetExposureTime(self.hCamera_R, 15 * 1000)
  99. # 分配RGB buffer,用来存放ISP输出的图像
  100. # 备注:从相机传输到PC端的是RAW数据,在PC端通过软件ISP转为RGB数据(如果是黑白相机就不需要转换格式,但是ISP还有其它处理,所以也需要分配这个buffer)
  101. FrameBufferSize_L = self.cap_L.sResolutionRange.iWidthMax * self.cap_L.sResolutionRange.iHeightMax * 3
  102. FrameBufferSize_R = self.cap_R.sResolutionRange.iWidthMax * self.cap_R.sResolutionRange.iHeightMax * 3
  103. self.pFrameBuffer_L = mvsdk.CameraAlignMalloc(FrameBufferSize_L, 16)
  104. self.pFrameBuffer_R = mvsdk.CameraAlignMalloc(FrameBufferSize_R, 16)
  105. # 让SDK内部取图线程开始工作
  106. mvsdk.CameraPlay(self.hCamera_L)
  107. mvsdk.CameraPlay(self.hCamera_R)
  108. return
  109. def grab(self):
  110. #hCamera_L = self.hCamera_L
  111. #hCamera_R = self.hCamera_R
  112. #pFrameBuffer_L = self.pFrameBuffer_L
  113. #pFrameBuffer_R = self.pFrameBuffer_R
  114. frame_L = None
  115. frame_R = None
  116. # 软触发一次
  117. #清空缓冲区图像
  118. mvsdk.CameraClearBuffer(self.hCamera_L)
  119. mvsdk.CameraClearBuffer(self.hCamera_R)
  120. #软触发
  121. mvsdk.CameraSoftTrigger(self.hCamera_L)
  122. mvsdk.CameraSoftTrigger(self.hCamera_R)
  123. #获取图像
  124. try:
  125. pRawData_L, FrameHead_L = mvsdk.CameraGetImageBuffer(self.hCamera_L, 6000)
  126. pRawData_R, FrameHead_R = mvsdk.CameraGetImageBuffer(self.hCamera_R, 6000)
  127. except mvsdk.CameraException as e:
  128. #此处经常产生-12和-28异常,超时、正忙
  129. self.logger.warning(str(e))
  130. raise mvsdk.CameraException(e.error_code)
  131. #return None,None
  132. mvsdk.CameraImageProcess(self.hCamera_L, pRawData_L, self.pFrameBuffer_L, FrameHead_L)
  133. mvsdk.CameraImageProcess(self.hCamera_R, pRawData_R, self.pFrameBuffer_R, FrameHead_R)
  134. mvsdk.CameraReleaseImageBuffer(self.hCamera_L, pRawData_L)
  135. mvsdk.CameraReleaseImageBuffer(self.hCamera_R, pRawData_R)
  136. #转换图像为opencv格式
  137. frame_data_L = (mvsdk.c_ubyte * FrameHead_L.uBytes).from_address(self.pFrameBuffer_L)
  138. frame_data_R = (mvsdk.c_ubyte * FrameHead_R.uBytes).from_address(self.pFrameBuffer_R)
  139. frame_L = np.frombuffer(frame_data_L, dtype=np.uint8)
  140. frame_R = np.frombuffer(frame_data_R, dtype=np.uint8)
  141. frame_L = frame_L.reshape((FrameHead_L.iHeight, FrameHead_L.iWidth, 3))
  142. frame_R = frame_R.reshape((FrameHead_R.iHeight, FrameHead_R.iWidth, 3))
  143. #释放内存,,,关闭相机时再释放即可
  144. #mvsdk.CameraAlignFree(pFrameBuffer_L)
  145. #mvsdk.CameraAlignFree(pFrameBuffer_R)
  146. #使用标定数据进行校正
  147. img1_rectified = cv2.remap(frame_L, camera_configs.left_map1, camera_configs.left_map2, cv2.INTER_LINEAR)
  148. img2_rectified = cv2.remap(frame_R, camera_configs.right_map1, camera_configs.right_map2, cv2.INTER_LINEAR)
  149. return img1_rectified, img2_rectified
  150. def set_param(self,params):
  151. #print(type(params))
  152. #print(type(params["left"]),type(params["left"]))
  153. try:
  154. if params["left"] > 0:
  155. mvsdk.CameraSetAeTarget(self.hCamera_L, params["left"])
  156. if params["right"] > 0:
  157. mvsdk.CameraSetAeTarget(self.hCamera_R, params["right"])
  158. except Exception as e:
  159. logger.warning(str(e))
  160. #if params["whitebalance"]=="true":
  161. # mvsdk.CameraSetOnceWB(self.hCamera_L)
  162. # mvsdk.CameraSetOnceWB(self.hCamera_R)
  163. # print('set once WB')
  164. def reconnect(self):
  165. #抓图失败执行重连
  166. print('Start reconnecting...')
  167. #先释放申请的资源
  168. self.close()
  169. #初始化相机
  170. self.camera_init()
  171. def close(self):
  172. if self.hCamera_L > 0:
  173. mvsdk.CameraUnInit(self.hCamera_L)
  174. self.hCamera_L = 0
  175. if self.hCamera_R > 0:
  176. mvsdk.CameraUnInit(self.hCamera_R)
  177. self.hCamera_R = 0
  178. mvsdk.CameraAlignFree(self.pFrameBuffer_L)
  179. mvsdk.CameraAlignFree(self.pFrameBuffer_R)
  180. self.pFrameBuffer_L = 0
  181. self.pFrameBuffer_R = 0
  182. def logger_init():
  183. logger = logging.getLogger('mylogger.a')
  184. #set log level WARNING
  185. logger.setLevel(logging.INFO)
  186. #formatter = logging.Formatter("%(asctime)s - %(filename)s[line:%(lineno)d] - %(levelname)s: %(message)s")
  187. #backup log is 3, max to 1MB. master.log3/master.log2/master.log1: oldest to newest
  188. #file_handler = logging.handlers.RotatingFileHandler('master.log',mode='a',maxBytes=1024*1024,backupCount=3)
  189. #file_handler.setFormatter(formatter)
  190. #logger.addHandler(file_handler)
  191. return logger
  192. def img_capture(queue_web,queue_binocular,queue_param):
  193. #主线程函数
  194. #logger = logger_init()
  195. #相机初始化
  196. camera = Camera(logger)
  197. camera.camera_init()
  198. #
  199. grab_faild_count = 0
  200. while True:
  201. #读取左右相机
  202. try:
  203. image_L, image_R = camera.grab()
  204. cv2.imwrite('L.bmp',image_L)
  205. cv2.imwrite('R.bmp',image_R)
  206. #实际情况中延迟比较大,需要sleep
  207. time.sleep(1)
  208. except mvsdk.CameraException as e:
  209. #程序退出立即启动,调用mvsdk.CameraGetImageBuffer产生未初始化错误,重连
  210. if e.error_code in [-5,-12,-13,-28]:
  211. logger.warning('grab error, error code:',str(e.error_code))
  212. grab_faild_count +=1
  213. #5次失败后,重新连接相机
  214. if grab_faild_count > 5:
  215. grab_faild_count = 0
  216. logger.warning('reconnecting...')
  217. camera.reconnect()
  218. else:
  219. time.sleep(5)
  220. continue
  221. if image_L is None or image_R is None:
  222. print('grab none')
  223. continue
  224. try:
  225. #将图像送入双目队列
  226. queue_binocular.put_nowait([image_L,image_R])
  227. except Exception as e:
  228. logger.warning(e)
  229. try:
  230. #将图像输入前端队列
  231. queue_web.put_nowait([image_L,image_R])
  232. except Exception as e:
  233. logger.warning(e)
  234. try:
  235. #读取相机参数队列
  236. params = queue_param.get_nowait()
  237. except Exception as e:
  238. logger.warning(str(e))
  239. else:
  240. camera.set_param(params)
  241. def img_capture1(queue_web,queue_binocular,queue_param):
  242. #主线程函数
  243. while True:
  244. image_L = cv2.imread('2023-03-09-17-10-41.7.jpg')
  245. image_R = cv2.imread('2023-03-09-17-10-41.7.jpg')
  246. time.sleep(1)
  247. try:
  248. #将图像送入双目队列
  249. queue_binocular.put_nowait([image_L,image_R])
  250. except Exception as e:
  251. logger.warning(e)
  252. try:
  253. #将图像输入前端队列
  254. queue_web.put_nowait([image_L,image_R])
  255. except Exception as e:
  256. logger.warning(e)
  257. logger = logger_init()
  258. #camera = Camera(logger)
  259. #camera.camera_init()
  260. if __name__ == '__main__':
  261. #日志
  262. #multiprocessing.set_start_method('spawn')
  263. #两个队列,分别存放推送到前端的图像和双目处理的图像
  264. global queue_web
  265. queue_web = Queue(10)
  266. global queue_binocular
  267. queue_binocular= Queue(10)
  268. #用于存放识别后的图像的队列,predict_new线程和webskt_server进程通信使用
  269. global queue_masked_img
  270. queue_masked_img = Queue(10)
  271. #存放相机设置参数
  272. global queue_param
  273. queue_param = Queue(1)
  274. img_capture(queue_binocular,queue_masked_img,queue_param)