树莓派与Win11通信【一对一】(四)
树莓派与Win11通信【一对一】(四)的代码优化版,
最近给代码添加了打开摄像头与否的验证,以及文件的保存,定时拍摄
1.Server端
import socket
import time
# from picamera2 import Picamera2
from datetime import datetimefrom PIL import Image
from io import BytesIO
import numpy as np
from detect_by_cv import *
import socket
import cv2
import numpy as np
from detect_by_cv import Yolov5
from PIL import Image
from io import BytesIOdef main():global ret, capyolo = Yolov5()server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)server_socket.bind(('127.0.0.1', 8083)) # 使用服务器的IP地址server_socket.listen(1)print("服务器启动,等待连接...")while True: # 主循环,用于接受新的连接client_socket, addr = server_socket.accept()print(f"接受到来自 {addr} 的连接")try:while True:# 每2秒启动一次摄像头进行拍照time.sleep(2) # 等待2秒try:cap = cv2.VideoCapture(0) # 尝试打开摄像头if not cap.isOpened(): # 检查摄像头是否成功打开raise IOError("摄像头打开失败")ret, frame = cap.read()except Exception as cap_error:photo = cv2.imread('./Serverimg/fail/fail.jpg')im = Image.fromarray(cv2.cvtColor(photo, cv2.COLOR_BGR2RGB))buffer = BytesIO()im.save(buffer, format='JPEG')buffer = buffer.getvalue()client_socket.sendall(len(buffer).to_bytes(4, 'big'))client_socket.sendall(buffer)# 发送最大最小值数据max_min_str = f"fail,fail,fail,fail"client_socket.sendall(len(max_min_str).to_bytes(4, 'big'))client_socket.sendall(max_min_str.encode())finally:cap.release() # 确保摄像头资源被释放if ret:box, scores, classid, _ = yolo.detect(frame)resultlist = []for i in range(len(classid)):resultlist.append([classid[i], box[i], scores[i]])for item in resultlist:category, bbox, confidence = itemclslist = ["fire"]# 边界框坐标x, y, x2, y2 = bbox# 绘制边界框和置信度文本cv2.rectangle(frame, (x, y), (x2, y2), (0, 255, 0), 2)label = f'{confidence:.2f},{clslist[category]}'cv2.putText(frame, label, (x, y - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.9, (0, 255, 0), 2)save_directory = "./Serverimg"if not os.path.exists(save_directory):os.makedirs(save_directory)# 生成以当前时间戳为文件名的图片timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")filename = f"{timestamp}.jpg"filepath = os.path.join(save_directory, filename)cv2.imwrite(filepath, frame)# 检查目录中的图片数量,如果达到50张,删除最早的图片files = [os.path.join(save_directory, f) for f in os.listdir(save_directory) if f.endswith('.jpg')]files.sort(key=os.path.getmtime)if len(files) > 10:os.remove(files[0]) # 删除最早的文件photo = frameim = Image.fromarray(photo)if im.mode != 'RGB':im = im.convert('RGB')buffer = BytesIO()im.save(buffer, format='JPEG')buffer = buffer.getvalue()max_pixel_value = np.max(photo)min_pixel_value = np.min(photo)max_min_str = f"{max_pixel_value},{min_pixel_value},{max_pixel_value},{min_pixel_value}"# 发送图像数据长度和数据client_socket.sendall(len(buffer).to_bytes(4, 'big'))client_socket.sendall(buffer)# 发送最大最小值数据client_socket.sendall(len(max_min_str).to_bytes(4, 'big'))client_socket.sendall(max_min_str.encode())except Exception as e:print(f"发生异常: {e}")finally:client_socket.close()print("等待新的连接...")if __name__ == '__main__':main()
2.效果
效果1
大家可以看到,下面我尝试打开1,失败,因为本地只有0,往客户端发送的一张预存的照片
效果2
可以看到,一开始时间戳最早的在后面已经被清除了
3.结语
到此为止,本系列yolov5与win11通信的教程已经结束,大家有需要可以自己继续开发