请问神经网络检测到了目标怎么计数
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我正在坐一个环形小车,每跑一圈都会经过一次停止线,我想在检测到第三次停止线的时候给单片机发送信号停止,但是我不会怎么每经过一次记圈数+1,因为目标是从远到近逐渐出现,如果累加的话一秒就会记很多次,中间也存在漏检,请问怎么解决这个问题
mport sensor, image, time, os, tf, uos, gc, lcd , cpufreq from pyb import UART,LED uart = UART(3, 115200, timeout_char=1000) u_start=bytearray([0x2C,0x12]) u_over=bytearray([0x5B]) LED(2).on() sensor.reset() # Reset and initialize the sensor. sensor.set_pixformat(sensor.RGB565) # Set pixel format to RGB565 (or GRAYSCALE) sensor.set_framesize(sensor.QQVGA) # Set frame size to QVGA (320x240) sensor.set_windowing((240, 240)) # Set 240x240 window. sensor.skip_frames(time=2000) # Let the camera adjust. lcd.init() net = None labels = None try: # load the model, alloc the model file on the heap if we have at least 64K free after loading net = tf.load("trained.tflite", load_to_fb=uos.stat('trained.tflite')[6] > (gc.mem_free() - (64*1024))) except Exception as e: print(e) raise Exception('Failed to load "trained.tflite", did you copy the .tflite and labels.txt file onto the mass-storage device? (' + str(e) + ')') try: labels = [line.rstrip('\n') for line in open("labels.txt")] except Exception as e: raise Exception('Failed to load "labels.txt", did you copy the .tflite and labels.txt file onto the mass-storage device? (' + str(e) + ')') clock = time.clock() while(True): flag=3 clock.tick() cpufreq.set_frequency(480) img = sensor.snapshot().lens_corr(strength = 1.6, zoom = 1.0) for obj in net.classify(img, min_scale=1.0, scale_mul=0.8, x_overlap=0.5, y_overlap=0.5): #print("**********\nPredictions at [x=%d,y=%d,w=%d,h=%d]" % obj.rect()) img.draw_rectangle(obj.rect()) predictions_list = list(zip(labels, obj.output())) #print(predictions_list[0][1]) if(predictions_list[0][1]>=0.7): flag=2 elif(predictions_list[3][1]>=0.95): flag=4 else: flag=3 #for i in range(len(predictions_list)): #print("%s = %f" % (predictions_list[i][0], predictions_list[i][1])) uart_buf = bytearray([flag]) img.draw_string(10,10,str(flag),color=(0,0,255)) uart.write(u_start) uart.write(uart_buf) uart.write(u_over) print(clock.fps(), "fps") lcd.display(img)
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连续20次没有识别到,就算增加一圈。
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那请问这个的判断应该怎么写,能稍微给一下思路嘛
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连续次数 = 0 圈数 = 0 while True: if 识别到了: 连续次数 = 0 else: 连续次数 += 1 if 连续次数 == 20: 圈数 += 1 print(圈数)