#!/usr/bin/env python # coding: utf-8 # In[ ]: import math import time import __common import wiringpi from ultralytics import YOLO import cv2 classall={ 'apple': 1, 'shiliu': 1, 'shizi': 1, 'orange': 1, 'lemon': 2, 'strawberry': 2, 'avocado': 2, 'mango': 3, 'pear': 3, 'banana': 4} def main(): #jstep_pos = [0, 0, 0, 0, 5 / 180.0 * math.pi, 0] #jstep_neg = [0, 0, 0, 0, -5 / 180.0 * math.pi, 0] initial_position=[0,0,math.pi/2,0,math.pi/2,math.pi/18] down_pose=[0,0,-66,0,0,0] down_pose1=[0,0,-160,0,0,0]#相对初始位置而言 up_pose=[0,0,66,0,0,0] up_pose1=[0,0,94,0,0,0] turning_pose=[218,-169,0,0,0,0] #going_pose[0,-30,0,0,0,0] going_pose=[0,-30,0,0,0,0] rc = jkrc.RC("10.5.5.100") print(rc.login()) print(rc.power_on()) print(rc.enable_robot()) #运动到初始位置 print('joint_move {}'.format(rc.joint_move(initial_position, 0, True, 0.8))) ret=rc.linear_move(up_pose,1,True,50) print(ret[0]) wiringpi.wiringPiSetup() wiringpi.softPwmCreate(0,9,20) wiringpi.softPwmWrite(0,9) #识别程序 time.sleep(2) model = YOLO("fruit.pt") # 加载训练好的 YOLO 模型 # 调用摄像头 cap = cv2.VideoCapture(0) start_time=time.time() timeout=5 if not cap.isOpened(): print("摄像头打开失败") return print("开始物体识别...") result = None while True: ret, frame = cap.read() if not ret: print("摄像头读取失败") break # 使用 YOLO 模型进行预测 results = model.predict(frame) # YOLO 模型预测 for result in results: classes = result.boxes.cls class_names = [model.names[int(cls)] for cls in classes] print(f"识别到物体: {class_names}") break # 显示摄像头画面 cv2.imshow("Camera", frame) if time.time()-start_time>timeout: # 超时关闭 print("已关闭摄像头") break cap.release() cv2.destroyAllWindows() #识别以后:假设识别出来的结果变量名是result allocate=classall[class_names[0]] print("belong to"+str(allocate)) #下去抓: ret=rc.linear_move(down_pose1,1,True,50) print(ret[0]) front=[-50,0,0,0,0,0] ret=rc.linear_move(front,1,True,50) print(ret[0]) wiringpi.softPwmWrite(0,13) ret=rc.linear_move(up_pose1,1,True,50) print(ret[0]) ret=rc.linear_move(turning_pose,1,True,50) print(ret[0]) for i in range(int(allocate)-1): ret=rc.linear_move(going_pose,1,True,50) print(ret[0]) ret=rc.linear_move(down_pose,1,True,50) print(ret[0]) wiringpi.softPwmWrite(0,8) print(rc.logout()) if __name__ == '__main__': __common.init_env() import jkrc main() # In[ ]: