質問編集履歴

1

コードを追加

2020/12/06 02:38

投稿

shosin__
shosin__

score6

test CHANGED
File without changes
test CHANGED
@@ -17,3 +17,183 @@
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  File "<string>", line 52, in <module>
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  ValueError: object not in sequence
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+
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+
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+ コード
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+
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+ import image
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+
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+ import lcd
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+
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+ import sensor
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+ import sys
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+ import time
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+ import KPU as kpu
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+ from fpioa_manager import *
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+ import KPU as kpu
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+ lcd.init()
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+ lcd.rotation(2)
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+ try:
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+ from pmu import axp192
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+ pmu = axp192()
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+ pmu.enablePMICSleepMode(True)
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+ except:
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+ pass
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+ try:
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+ img = image.Image("/sd/startup.jpg")
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+ lcd.display(img)
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+ except:
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+ lcd.draw_string(lcd.width()//2-100,lcd.height()//2-4, "Error: Cannot find start.jpg", lcd.WHITE, lcd.RED)
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+ task = kpu.load("/sd/270da14b7e06e658_mbnet10_quant.kmodel")
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+ labels=["kami","kan1","kan2","pet1","pet2"] #You can check the numbers here to real names.
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+ sensor.reset()
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+ sensor.set_pixformat(sensor.RGB565)
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+ sensor.set_framesize(sensor.QVGA)
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+ sensor.set_windowing((224, 224))
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+ sensor.run(1)
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+ lcd.clear()
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+ detection_a = 0
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+ detection_b = 0
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+ detection_c = 0
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+ detection_d = 0
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+ detection_e = 0
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+ while(True):
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+ img = sensor.snapshot()
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+ fmap = kpu.forward(task, img)
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+ plist=fmap[:]
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+ pmax=max(plist)
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+ max_index=plist.index(pmax)
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+ a = lcd.display(img)
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+ max_label = ""
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+ if pmax > 0.95:
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+ max_label = labels[max_index]
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+ #lcd.draw_string(40, 60, "Accu:%.2f Type:%s"%(pmax, max_label))
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+ if max_label == 'kami' :
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+ detection_a += 1
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+ elif max_label == 'kan1':
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+ detection_b += 1
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+ elif max_label == 'kan2' :
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+ detection_c += 1
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+ elif max_label == 'pet1' :
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+ detection_d += 1
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+ elif max_label == 'pet2' :
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+ detection_e += 1
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+ if detection_a == 20 or detection_b == 20 or detection_c == 20 or detection_d == 20 or detection_e == 20:
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+ print(labels[max_index])
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+ lcd.draw_string(40, 60, "Accu:%.2f Type:%s"%(pmax, max_label))
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+ detection_a = 0
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+ detection_b = 0
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+ detection_c = 0
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+ detection_d = 0
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+ detection_e = 0
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+ sensor.reset()
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+ sensor.set_pixformat(sensor.RGB565)
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+ sensor.set_framesize(sensor.QVGA)
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+ sensor.set_windowing((224, 224))
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+ sensor.run(1)
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+ lcd.clear()
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+ a = kpu.deinit(task)