import Tkinter as tk #將Python程式碼變成圖形化介面的套件庫 import tkMessageBox#顯示對話框 import ttk from time import sleep from PIL import Image, ImageTk import sys import numpy as np from sklearn.externals import joblib from csv import reader from sklearn import datasets from sklearn.decomposition import PCA from sklearn.svm import SVC from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import serial import time#未使用 import math import os import ssl import urllib import pickle ##Rainie Add## #Jetson nano初始化 sys.path.append("/opt/nvidia/jetson-gpio/lib/python/") sys.path.append('/opt/nvidia/jetson-gpio/lib/python/Jetson/GPIO') import Jetson.GPIO as GPIO ##Rainie Add## from NIRS import NIRS #光譜 import matplotlib class initialization_basedesk(): def __init__(self,master): #初始化Tkinter視窗 self.root = master self.root.config() self.root.title('Base page')#程式上方的文字 #self.root.geometry('1024x700+0+0')#長寬設定 self.root.attributes('-fullscreen', True) self.root.configure(bg = "linen") #Measure_initface_penetrate(self.root) RFID_code(self.root)#呼叫進行RFID識別 class Measure_initface_penetrate(): #杯子 def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') self.Measure_initface_penetrate = tk.Frame(self.master,) self.Measure_initface_penetrate.config(bg='linen') self.Measure_initface_penetrate.place(x = 0, y = 0, width=1024, height=700) self.img1 = Image.open('/home/ispect/Desktop/GUI_element/test.png') self.img1 = self.img1.resize((420,127), Image.ANTIALIAS) self.tk_img_1 = ImageTk.PhotoImage(self.img1) self.img2 = Image.open('/home/ispect/Desktop/GUI_element/penetrate_image1.png') self.img2 = self.img2.resize((900,500), Image.ANTIALIAS) self.tk_img_2 = ImageTk.PhotoImage(self.img2) self.label = tk.Label(self.Measure_initface_penetrate, image=self.tk_img_2, width=900, height=450) self.label.config(bg = "linen") self.label.place(x = 5, y = 5) GPIO.output(led_pin, GPIO.HIGH) self.Enter_button = tk.Button(self.Measure_initface_penetrate, image=self.tk_img_1, command=self.measure) self.Enter_button.grid(row=5, column=1) self.Enter_button.config(bg = "white") self.Enter_button.place(x = 240, y = 470, width=540, height=128) self.shutdown_button = tk.Button(self.Measure_initface_penetrate, text='shutdown', command=self.measure) self.shutdown_button.grid(row=5, column=1) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 547, width=100, height=18) self.progressbarOne = ttk.Progressbar(self.Measure_initface_penetrate) self.progressbarOne.place(x = 308, y = 460, width=400, height=10) GPIO.cleanup() def measure(self,): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() GPIO.output(led_pin, GPIO.HIGH) print("hello world") nirs.scan() self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() results = nirs.get_scan_results() print(results['wavelength'], type(results['wavelength']), len(results['wavelength'])) print(results['intensity'], type(results['intensity']), len(results['intensity'])) self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() penetrate = str(results['intensity']) penetrate = penetrate.replace("[","") penetrate = penetrate.replace("]","") self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() penetrate_intensity = open('/home/ispect/Desktop/GUI_element/costom_data/interface_penetrate.txt', 'w') penetrate_intensity.write(penetrate) penetrate_intensity.close() self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() tkMessageBox.showinfo('warning', "Measure penetrate successfully.") self.progressbarOne['value']=0 self.Measure_initface_penetrate.update() self.Measure_initface_penetrate.destroy() Measure_initface_reference_white(self.master) GPIO.cleanup() class Measure_initface_reference_white(): def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') self.Measure_initface_reference_white = tk.Frame(self.master,) self.Measure_initface_reference_white.config(bg='linen') self.Measure_initface_reference_white.place(x = 0, y = 0, width=1024, height=700) self.img1 = Image.open('/home/ispect/Desktop/GUI_element/test.png') self.img1 = self.img1.resize((420,127), Image.ANTIALIAS) self.tk_img_1 = ImageTk.PhotoImage(self.img1) self.img2 = Image.open('/home/ispect/Desktop/GUI_element/reference_image1.png') self.img2 = self.img2.resize((900,500), Image.ANTIALIAS) self.tk_img_2 = ImageTk.PhotoImage(self.img2) self.label = tk.Label(self.Measure_initface_reference_white, image=self.tk_img_2, width=900, height=500) self.label.config(bg = "linen") self.label.place(x = 5, y = 5) GPIO.output(led_pin, GPIO.HIGH) self.Enter_button = tk.Button(self.Measure_initface_reference_white, image=self.tk_img_1, command=self.measure) self.Enter_button.grid(row=5, column=1) self.Enter_button.config(bg = "white") self.Enter_button.place(x = 240, y = 500, width=540, height=128) self.shutdown_button = tk.Button(self.Measure_initface_reference_white, text='shutdown', command=self.shutdown) self.shutdown_button.grid(row=5, column=1) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 547, width=100, height=18) self.progressbarOne = ttk.Progressbar(self.Measure_initface_reference_white) self.progressbarOne.place(x = 308, y = 460, width=400, height=10) GPIO.cleanup() def measure(self,): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() GPIO.output(led_pin, GPIO.HIGH) print("hello world") nirs.scan() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() results = nirs.get_scan_results() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() print(results['wavelength'], type(results['wavelength']), len(results['wavelength'])) print(results['intensity'], type(results['intensity']), len(results['intensity'])) self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() intensity = str(results['intensity']) intensity = intensity.replace("[","") intensity = intensity.replace("]","") reference_white_intensity = open('/home/ispect/Desktop/GUI_element/costom_data/interface_reference_white.txt', 'w') reference_white_intensity.write(intensity) reference_white_intensity.close() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() tkMessageBox.showinfo('warning', "Measure Reference successfully.") self.progressbarOne['value']=0 self.Measure_initface_reference_white.update() self.Measure_initface_reference_white.destroy() choose_measure(self.master) GPIO.cleanup() def shutdown(self,): os.system("/home/ispect/shutdown.sh") class RFID_code():#讀取RFID的UID def __init__(self,master): GPIO.setmode(GPIO.BOARD) self.master = master self.master.config(bg='linen') self.initface = tk.Frame(self.master,) self.initface.config(bg='linen') self.initface.place(x = 0, y = 0, width=1024, height=700) GPIO.output(led_pin, GPIO.LOW) self.UID = tk.StringVar() self.img5 = Image.open('/home/ispect/Desktop/GUI_element/mobile_RFID1.png') self.img5 = self.img5.resize((600,450), Image.ANTIALIAS) self.tk_img_5 = ImageTk.PhotoImage(self.img5) self.img4 = Image.open('/home/ispect/Desktop/GUI_element/mobile_UID_button.png') self.img4 = self.img4.resize((480,127), Image.ANTIALIAS) self.tk_img_4 = ImageTk.PhotoImage(self.img4) self.img3 = Image.open('/home/ispect/Desktop/GUI_element/clear.png') self.img3 = self.img3.resize((100,90), Image.ANTIALIAS) self.tk_img_3 = ImageTk.PhotoImage(self.img3) self.RFIDlabel = tk.Label(self.initface, image=self.tk_img_5, width=650, height=420) self.RFIDlabel.config(bg = "linen") self.RFIDlabel.place(x = 250, y = 5) self.UID_label = tk.Label(self.initface, text='Your UID = ') self.UID_label.config(font=("Times New Roman",28,"bold"),bg = "linen" ) self.UID_label.place(x = 202, y = 350) self.UID_code = tk.Entry(self.initface, textvariable = self.UID) self.UID_code.config(font=("Times New Roman",28)) self.UID_code.place(x = 400, y = 345, width=230, height=60) self.UID_code.focus_set() #"click here and induction easy card" self.Measure_button = tk.Button(self.initface, image=self.tk_img_4, command=self.measure)#這是個按鈕，按下時觸發self.measure self.Measure_button.config(bg = "white") self.Measure_button.place(x = 202, y = 437, width=540, height=128) self.clear_button = tk.Button(self.initface, image=self.tk_img_3, command=self.clear) self.clear_button.config(bg = "white") self.clear_button.place(x = 650, y = 325, width=100, height=90) self.shutdown_button = tk.Button(self.initface, text='shutdown', command=self.shutdown) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 547, width=100, height=18) GPIO.cleanup() def shutdown(self,): os.system("/home/ispect/shutdown.sh") def measure(self,):#讀取UID_code中輸入的UID print(self.UID_code.get()) print("hello world") f_uid = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'w') self.UID = str(self.UID_code.get()) f_uid.write(self.UID)#顯示一個消息框，通知用戶 UID 設定成功。 f_uid.close() tkMessageBox.showinfo('warning', "UID setting successfully.\n UID = " + self.UID) self.initface.destroy() Measure_initface_reference_white(self.master) def clear(self,): self.UID.set("") self.UID_code.delete(0,'end') class Measure_initface_reference_white_RFID(): def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') self.f = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') self.UID = self.f.read() GPIO.output(led_pin, GPIO.LOW) if self.UID == "C55CD86B": self.data_name = str("Yu-Shing Zhou") elif self.UID == "451B3749": self.data_name = str("Jungle Chen") elif self.UID == "9536C36B": self.data_name = str("Yu-Ping Chen") elif self.UID == "F585CB6B": self.data_name = str("Ya-Pei Chou") elif self.UID == "2501B96B": self.data_name = str("Hsin-I Ho") elif self.UID == "75CDAB28": self.data_name = str("Jen-Jie Chieh") else: self.data_name = str("NO data") self.Measure_initface_reference_white = tk.Frame(self.master,) self.Measure_initface_reference_white.config(bg='linen') self.Measure_initface_reference_white.place(x = 0, y = 0, width=1024, height=700) self.img1 = Image.open('/home/ispect/Desktop/GUI_element/test.png') self.img1 = self.img1.resize((420,127), Image.ANTIALIAS) self.tk_img_1 = ImageTk.PhotoImage(self.img1) self.img2 = Image.open('/home/ispect/Desktop/GUI_element/reference_image1.png') self.img2 = self.img2.resize((900,500), Image.ANTIALIAS) self.tk_img_2 = ImageTk.PhotoImage(self.img2) self.label = tk.Label(self.Measure_initface_reference_white, image=self.tk_img_2, width=900, height=500) self.label.config(bg = "linen") self.label.place(x = 5, y = 5) self.UID_check = tk.Label(self.Measure_initface_reference_white, text="Name = " + self.data_name + " UID = " + self.UID) self.UID_check.config(font=("Times New Roman",18,"bold"),bg = "linen" ) self.UID_check.place(x=500, y=550) self.Enter_button = tk.Button(self.Measure_initface_reference_white, image=self.tk_img_1, command=self.measure) self.Enter_button.grid(row=5, column=1) self.Enter_button.config(bg = "white") self.Enter_button.place(x = 240, y = 500, width=540, height=128) self.shutdown_button = tk.Button(self.Measure_initface_reference_white, text='shutdown', command=self.measure) self.shutdown_button.grid(row=5, column=1) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 547, width=100, height=18) self.progressbarOne = ttk.Progressbar(self.Measure_initface_reference_white) self.progressbarOne.place(x = 308, y = 460, width=400, height=10) GPIO.cleanup() def measure(self,): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() GPIO.output(led_pin, GPIO.HIGH) print("hello world") nirs.scan() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() results = nirs.get_scan_results() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() print(results['wavelength'], type(results['wavelength']), len(results['wavelength'])) print(results['intensity'], type(results['intensity']), len(results['intensity'])) self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() intensity = str(results['intensity']) intensity = intensity.replace("[","") intensity = intensity.replace("]","") reference_white_intensity = open('/home/ispect/Desktop/GUI_element/costom_data/interface_reference_white.txt', 'w') reference_white_intensity.write(intensity) reference_white_intensity.close() self.progressbarOne['value']+=1 self.Measure_initface_reference_white.update() tkMessageBox.showinfo('warning', "Measure Reference successfully.") self.progressbarOne['value']=0 self.Measure_initface_reference_white.update() self.Measure_initface_reference_white.destroy() textile_PCA_SVM(self.master) GPIO.cleanup() class Measure_initface_penetrate_RFID(): def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') self.f = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') self.UID = self.f.read() GPIO.output(led_pin, GPIO.LOW) if self.UID == "C55CD86B": self.data_name = str("Yu-Shing Zhou") elif self.UID == "451B3749": self.data_name = str("Jungle Chen") elif self.UID == "9536C36B": self.data_name = str("Yu-Ping Chen") elif self.UID == "F585CB6B": self.data_name = str("Ya-Pei Chou") elif self.UID == "2501B96B": self.data_name = str("Hsin-I Ho") elif self.UID == "75CDAB28": self.data_name = str("Jen-Jie Chieh") else: self.data_name = str("NO data") self.Measure_initface_penetrate = tk.Frame(self.master,) self.Measure_initface_penetrate.config(bg='linen') self.Measure_initface_penetrate.place(x = 0, y = 0, width=1024, height=700) self.img1 = Image.open('/home/ispect/Desktop/GUI_element/test.png') self.img1 = self.img1.resize((420,127), Image.ANTIALIAS) self.tk_img_1 = ImageTk.PhotoImage(self.img1) self.img2 = Image.open('/home/ispect/Desktop/GUI_element/penetrate_image1.png') self.img2 = self.img2.resize((900,500), Image.ANTIALIAS) self.tk_img_2 = ImageTk.PhotoImage(self.img2) self.label = tk.Label(self.Measure_initface_penetrate, image=self.tk_img_2, width=900, height=500) self.label.config(bg = "linen") self.label.place(x = 5, y = 5) self.UID_check = tk.Label(self.Measure_initface_penetrate, text="Name = " + self.data_name + " UID = " + self.UID) self.UID_check.config(font=("Times New Roman",18,"bold"),bg = "linen" ) self.UID_check.place(x=500, y=550) self.Enter_button = tk.Button(self.Measure_initface_penetrate, image=self.tk_img_1, command=self.measure) self.Enter_button.grid(row=5, column=1) self.Enter_button.config(bg = "white") self.Enter_button.place(x = 240, y = 470, width=540, height=128) self.shutdown_button = tk.Button(self.Measure_initface_penetrate, text='shutdown', command=self.measure) self.shutdown_button.grid(row=5, column=1) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 547, width=100, height=18) self.progressbarOne = ttk.Progressbar(self.Measure_initface_penetrate) self.progressbarOne.place(x = 308, y = 460, width=400, height=10) GPIO.cleanup() def measure(self,): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() GPIO.output(led_pin, GPIO.HIGH) print("hello world") nirs.scan() self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() results = nirs.get_scan_results() print(results['wavelength'], type(results['wavelength']), len(results['wavelength'])) print(results['intensity'], type(results['intensity']), len(results['intensity'])) self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() penetrate = str(results['intensity']) penetrate = penetrate.replace("[","") penetrate = penetrate.replace("]","") self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() penetrate_intensity = open('/home/ispect/Desktop/GUI_element/costom_data/interface_penetrate.txt', 'w') penetrate_intensity.write(penetrate) penetrate_intensity.close() self.progressbarOne['value']+=1 self.Measure_initface_penetrate.update() tkMessageBox.showinfo('warning', "Measure penetrate successfully.") self.progressbarOne['value']=0 self.Measure_initface_penetrate.update() self.Measure_initface_penetrate.destroy() BOTTLE_CUP_PCA_SVM(self.master) GPIO.cleanup() class choose_measure(): def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') GPIO.output(led_pin, GPIO.LOW) self.f = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') self.UID = self.f.read() #有先寫入才有名字 if self.UID == "C55CD86B": self.data_name = str("Yu-Shing Zhou") elif self.UID == "451B3749": self.data_name = str("Jungle Chen") elif self.UID == "9536C36B": self.data_name = str("Yu-Ping Chen") elif self.UID == "F585CB6B": self.data_name = str("Ya-Pei Chou") elif self.UID == "2501B96B": self.data_name = str("Hsin-I Ho") elif self.UID == "75CDAB28": self.data_name = str("Jen-Jie Chieh") else: self.data_name = str("NO data") self.choose_measure = tk.Frame(self.master,) self.choose_measure.config(bg='linen') self.choose_measure.place(x = 0, y = 0, width=1024, height=700) self.img6 = Image.open('/home/ispect/Desktop/GUI_element/cup.png') self.img6 = self.img6.resize((245,400), Image.ANTIALIAS) self.tk_img_6 = ImageTk.PhotoImage(self.img6) self.img7 = Image.open('/home/ispect/Desktop/GUI_element/clothes.png') self.img7 = self.img7.resize((250,400), Image.ANTIALIAS) self.tk_img_7 = ImageTk.PhotoImage(self.img7) self.img8 = Image.open('/home/ispect/Desktop/GUI_element/chosen1.png') self.img8 = self.img8.resize((600,140), Image.ANTIALIAS) self.tk_img_8 = ImageTk.PhotoImage(self.img8) self.UID_check = tk.Label(self.choose_measure, text="Name = " + self.data_name + " UID = " + self.UID) self.UID_check.config(font=("Times New Roman",18,"bold"),bg = "linen" ) self.UID_check.place(x=500, y=550) self.chooselabel = tk.Label(self.choose_measure, image=self.tk_img_8, width=600, height=140) self.chooselabel.config(bg = "linen") self.chooselabel.place(x = 5, y = 5) self.CUP_button = tk.Button(self.choose_measure, image=self.tk_img_6, command=self.cuppon) self.CUP_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.CUP_button.place(x = 160, y = 150, width=244, height=400) self.Clothes_button = tk.Button(self.choose_measure, image=self.tk_img_7, command=self.clothes) self.Clothes_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.Clothes_button.place(x = 560, y = 150, width=250, height=400) GPIO.cleanup() def cuppon(self,): self.choose_measure.destroy() BOTTLE_CUP_PCA_SVM(self.master) def clothes(self,): self.choose_measure.destroy() textile_PCA_SVM(self.master) class textile_PCA_SVM(): def __init__(self,master): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.master = master self.master.config(bg='linen') self.textile_PCA_SVM = tk.Frame(self.master,) self.textile_PCA_SVM.config(bg='linen') self.textile_PCA_SVM.place(x = 0, y = 0, width=1024, height=700) GPIO.output(led_pin, GPIO.HIGH) self.f = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') self.UID = self.f.read() if self.UID == "C55CD86B": self.data_name = str("Yu-Shing Zhou") elif self.UID == "451B3749": self.data_name = str("Jungle Chen") elif self.UID == "9536C36B": self.data_name = str("Yu-Ping Chen") elif self.UID == "F585CB6B": self.data_name = str("Ya-Pei Chou") elif self.UID == "2501B96B": self.data_name = str("Hsin-I Ho") elif self.UID == "75CDAB28": self.data_name = str("Jen-Jie Chieh") else: self.data_name = str("NO data") self.my_var_1 = tk.StringVar(self.textile_PCA_SVM) self.my_var_1.set("NONE") self.my_var_2 = tk.StringVar(self.textile_PCA_SVM) self.my_var_2.set(0) self.my_var_3 = tk.StringVar(self.textile_PCA_SVM) self.my_var_3.set("NONE") self.my_var_4 = tk.StringVar(self.textile_PCA_SVM) self.my_var_4.set("NONE") self.img3 = Image.open('/home/ispect/Desktop/GUI_element/newmaterial3.png') self.img3 = self.img3.resize((700,400), Image.ANTIALIAS) self.tk_img_3 = ImageTk.PhotoImage(self.img3) self.img4 = Image.open('/home/ispect/Desktop/GUI_element/clbu.png') self.img4 = self.img4.resize((300,84), Image.ANTIALIAS) self.tk_img_4 = ImageTk.PhotoImage(self.img4) self.img5 = Image.open('/home/ispect/Desktop/GUI_element/upload.png') self.img5 = self.img5.resize((240,77), Image.ANTIALIAS) self.tk_img_5 = ImageTk.PhotoImage(self.img5) self.img6 = Image.open('/home/ispect/Desktop/GUI_element/back.png') self.img6 = self.img6.resize((80,80), Image.ANTIALIAS) self.tk_img_6 = ImageTk.PhotoImage(self.img6) self.img7 = Image.open('/home/ispect/Desktop/GUI_element/decorate.png') self.img7 = self.img7.resize((500,280), Image.ANTIALIAS) self.tk_img_7 = ImageTk.PhotoImage(self.img7) self.labelD = tk.Label(self.textile_PCA_SVM, image=self.tk_img_3, width=700, height=400) self.labelD.config(bg ="linen") self.labelD.place(x = 60, y = 10) self.UID_check = tk.Label(self.textile_PCA_SVM, text="Name = " + self.data_name + " UID = " + self.UID) self.UID_check.config(font=("Times New Roman",18,"bold"),bg = "linen" ) self.UID_check.place(x=500, y=550) self.UUPON=tk.Label(self.textile_PCA_SVM, textvariable=self.my_var_4) self.UUPON.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.UUPON.place(x = 150, y = 110) self.Total_uupon =tk.Label(self.textile_PCA_SVM, textvariable=self.my_var_1) self.Total_uupon.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.Total_uupon.place(x=400, y=255) self.Material =tk.Label(self.textile_PCA_SVM, textvariable=self.my_var_3) self.Material.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.Material.place(x=400, y=335) self.Enter_button = tk.Button(self.textile_PCA_SVM, image = self.tk_img_4, command = self.execute ) self.Enter_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.Enter_button.place(x = 140, y = 447, width=350, height=84) self.progressbarOne = ttk.Progressbar(self.textile_PCA_SVM) self.progressbarOne.place(x = 328, y = 435, width=500, height=10) self.END_button = tk.Button(self.textile_PCA_SVM, image = self.tk_img_5, command = self.uploading_google) self.END_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.END_button.place(x = 510, y = 447, width=350, height=84) self.shutdown_button = tk.Button(self.textile_PCA_SVM, text='Renew Measure Reference', command = self.execute_2) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 557, width=200, height=18) self.back_button = tk.Button(self.textile_PCA_SVM, image=self.tk_img_6, command = self.back) self.back_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.back_button.place(x = 10, y = 447, width=84, height=84) GPIO.cleanup() def execute(self,): GPIO.setmode(GPIO.BOARD) GPIO.setup(led_pin, GPIO.OUT) self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.END_button['state'] = tk.DISABLED self.shutdown_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.textile_PCA_SVM.update() self.reference = open('/home/ispect/Desktop/GUI_element/costom_data/interface_reference_white.txt', 'r') self.reference_data = self.reference.read() self.reference_data = self.reference_data.split(", ") #print(self.reference_data, type(self.reference_data)) self.SerialWrite() nirs.scan() results = nirs.get_scan_results() self.progressbarOne['value']+=1 self.textile_PCA_SVM.update() sample_intensity_data = results['intensity'] wavelength_data = results['wavelength'] absorbance_data = [] final_absorbance = [] for i in range(len(wavelength_data)): data = math.log(float(1/(float(sample_intensity_data[i])/float(self.reference_data[i]))), 10) absorbance_data.append(data) print(absorbance_data, type(absorbance_data), len(absorbance_data)) absorbance_data_max_value = max(absorbance_data) absorbance_data_min_value = min(absorbance_data) denominator = float(absorbance_data_max_value-absorbance_data_min_value) for j in range(len(absorbance_data)): data_2 = float(float(absorbance_data[j]-absorbance_data_min_value)/denominator) final_absorbance.append(data_2) print(final_absorbance, type(final_absorbance), len(final_absorbance)) self.progressbarOne['value']+=1 self.textile_PCA_SVM.update() self.model = pickle.load(open('/home/ispect/Desktop/0302/0309/clf_sample20230819.pkl', 'rb')) self.test = pickle.load(open('/home/ispect/Desktop/0302/0309/pca_sample20230819.m', 'rb')) self.numeric_array = np.array(final_absorbance).reshape(1,86) sample = self.test.transform(self.numeric_array) print(sample) self.progressbarOne['value']+=1 self.textile_PCA_SVM.update() self.predicted_labels = self.model.predict(sample) self.predicted_sample_percent = self.model.predict_proba(sample) self.pred_class_ = self.model.classes_ print("predict sample category:", self.predicted_labels) print("predict sample percent:", self.predicted_sample_percent) print("pred classes", self.pred_class_) self.progressbarOne['value']+=1 self.textile_PCA_SVM.update() OLD_UUPOO = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'r') old_upoon = OLD_UUPOO.read() print(old_upoon, type(old_upoon)) k = int(old_upoon) UPUP = 0 if self.predicted_labels == "Nylon": UPUP=10 lablename = "Nylon" elif self.predicted_labels == "Acrylic": UPUP=15 lablename = "Acrylic" elif self.predicted_labels == "Wool": UPUP=20 lablename = "Wool" elif self.predicted_labels == "ACE": UPUP=25 lablename = "ACE" elif self.predicted_labels == "Cotton" or "PET": lablename = "Waiting Model" self.TC_model = pickle.load(open('/home/ispect/Desktop/0302/0309/clf_model_TC.pkl', 'rb'))#模型黨 self.TC_test = pickle.load(open('/home/ispect/Desktop/0302/0309/pca_model_TC.m', 'rb')) TC_sample = self.TC_test.transform(self.numeric_array) self.TC_predicted_labels = self.TC_model.predict(TC_sample) self.TC_predicted_sample_percent = self.TC_model.predict_proba(TC_sample) self.TC_pred_class_ = self.TC_model.classes_ if self.TC_predicted_labels=="T10C90": lablename = "PET10% Cotton 90%" UPUP=36 elif self.TC_predicted_labels=="T20C80": lablename = "PET20% Cotton 80%" UPUP=37 elif self.TC_predicted_labels=="T30C70": lablename = "PET30% Cotton 70%" UPUP=38 elif self.TC_predicted_labels=="T40C60": lablename = "PET40% Cotton 60%" UPUP=39 elif self.TC_predicted_labels=="T50C50": lablename = "PET50% Cotton 50%" UPUP=40 elif self.TC_predicted_labels=="T60C40": lablename = "PET60% Cotton 40%" UPUP=41 elif self.TC_predicted_labels=="T70C30": lablename = "PET70% Cotton 30%" UPUP=42 elif self.TC_predicted_labels=="T80C20": lablename = "PET80% Cotton 20%" UPUP=43 elif self.TC_predicted_labels=="T90C10": lablename = "PET90% Cotton 10%" UPUP=44 elif self.TC_predicted_labels=="T100": lablename = "PET100%" UPUP=45 self.command=self.SendCmdA elif self.TC_predicted_labels=="C100": lablename = "Cotton 100%" UPUP=50 else: lablename = "Others" elif self.predicted_labels == "Rayon": UPUP=35 lablename = "Rayon" elif self.predicted_labels == "TPU": UPUP=45 lablename = "TPU" else: UPUP=0 total = UPUP + k self.my_var_1.set("+"+str(UPUP)) self.my_var_3.set(str(total)) self.my_var_4.set(str(lablename)) UUPOO = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'w') UUPOO.write(str(UPUP+k)) UUPOO.close() GPIO.output(led_pin, GPIO.LOW) GPIO.cleanup() self.progressbarOne['value']=0 self.Enter_button['state'] = tk.NORMAL self.END_button['state'] = tk.NORMAL self.shutdown_button['state'] = tk.NORMAL self.textile_PCA_SVM.update() def execute_2(self,): self.textile_PCA_SVM.destroy() print("a") Measure_initface_reference_white_RFID(self.master)#左下角有個很小的按鈕，重新校正 ##===When button A be pressed then Send 'a' to arduino============ def uploading_google(self,): ##initial data card_number = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') UID = card_number.read() UUF = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'r') UUP = UUF.read() url = ( 'https://script.google.com/macros/s/AKfycbw_2TQC92xPbuT27bhriqgk7Y_4bN-W6mgxCOLTB9ktIMTxRqsaDipNj0jcIGYe46F5aw/exec?data=') urllib.urlretrieve(url + str(UID) + "," + str(UUP))#增加gps #UID 是用戶的身份標識，而 UUP 是與衣物或物品相關的數據 UUF = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'w') UUP = str(0) UUF.write(UUP) UUF.close() tkMessageBox.showinfo('warning', "Uploading UID and UUPON successfully") self.textile_PCA_SVM.destroy() print("uploading successfully") RFID_code(self.master) ##======Write Serial Command to arduino============ def SerialWrite(self,command): ser.write(self,command) rv=ser.readline() #print (rv) # Read the newest output from the Arduino print (rv.decode("utf-8")) sleep(1) # Delay for one tenth of a second ser.flushInput() def SendCmdA(self,): Arduino_cmd='a' cmd=Arduino_cmd.encode("utf-8") self.SerialWrite(cmd) ##==Serial connect and Get arduino Ready================ def Serial_Connect(self,): print("Connecting to Arduino.....") sleep(1) for i in range (1,10): rv=ser.readline() print("Loading...") #---------------- #Debug print (rv) # Read the newest output from the Arduino print (rv.decode("utf-8")) ser.flushInput() sleep(1) # Delay Str_Message=rv.decode("utf-8") #Debug print(Str[0:5]) if Str_Message[0:5]=="Ready": print("Get Arduino Ready !") ##==Serial connect Exit================ def All_Exit(self,): print("Exit.....") sleep(1) chr_num = 27 ##ESC cmd=(chr(chr_num).encode('utf-8')) self.SerialWrite(cmd) ser.close() ##------------------------------------------------------ def back(self,): self.textile_PCA_SVM.destroy() print("Hello world") choose_measure(self.master) class BOTTLE_CUP_PCA_SVM():#上傳 def __init__(self,master): self.master = master self.master.config(bg='linen') self.BOTTLE_CUP_PCA_SVM = tk.Frame(self.master,) self.BOTTLE_CUP_PCA_SVM.config(bg='linen') self.BOTTLE_CUP_PCA_SVM.place(x = 0, y = 0, width=1024, height=700) self.f = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r')#到此文件讀取 self.UID = self.f.read() if self.UID == "C55CD86B": self.data_name = str("Yu-Shing Zhou") elif self.UID == "451B3749": self.data_name = str("Jungle Chen") elif self.UID == "9536C36B": self.data_name = str("Yu-Ping Chen") elif self.UID == "F585CB6B": self.data_name = str("Ya-Pei Chou") elif self.UID == "2501B96B": self.data_name = str("Hsin-I Ho") elif self.UID == "75CDAB28": self.data_name = str("Jen-Jie Chieh") else: self.data_name = str("NO data") self.my_var_1 = tk.StringVar(self.BOTTLE_CUP_PCA_SVM) self.my_var_1.set("NONE") self.my_var_3 = tk.StringVar(self.BOTTLE_CUP_PCA_SVM) self.my_var_3.set("NONE") self.my_var_4 = tk.StringVar(self.BOTTLE_CUP_PCA_SVM) self.my_var_4.set("NONE") self.img3 = Image.open('/home/ispect/Desktop/GUI_element/newmaterial3.png') self.img3 = self.img3.resize((700,400), Image.ANTIALIAS) self.tk_img_3 = ImageTk.PhotoImage(self.img3) self.img4 = Image.open('/home/ispect/Desktop/GUI_element/tebu.png') self.img4 = self.img4.resize((300,84), Image.ANTIALIAS) self.tk_img_4 = ImageTk.PhotoImage(self.img4) self.img5 = Image.open('/home/ispect/Desktop/GUI_element/upload.png') self.img5 = self.img5.resize((240,77), Image.ANTIALIAS) self.tk_img_5 = ImageTk.PhotoImage(self.img5) self.img6 = Image.open('/home/ispect/Desktop/GUI_element/back.png') self.img6 = self.img6.resize((80,80), Image.ANTIALIAS) self.tk_img_6 = ImageTk.PhotoImage(self.img6) self.img7 = Image.open('/home/ispect/Desktop/GUI_element/decorate.png') self.img7 = self.img7.resize((500,280), Image.ANTIALIAS) self.tk_img_7 = ImageTk.PhotoImage(self.img7) self.labelD = tk.Label(self.BOTTLE_CUP_PCA_SVM, image=self.tk_img_3, width=700, height=400) self.labelD.config(bg ="linen") self.labelD.place(x = 60, y = 10) self.UID_check = tk.Label(self.BOTTLE_CUP_PCA_SVM, text="Name = " + self.data_name + " UID = " + self.UID) self.UID_check.config(font=("Times New Roman",18,"bold"),bg = "linen" ) self.UID_check.place(x=500, y=550) self.UUPON=tk.Label(self.BOTTLE_CUP_PCA_SVM, textvariable=self.my_var_4) self.UUPON.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.UUPON.place(x = 150, y = 110) self.Total_uupon =tk.Label(self.BOTTLE_CUP_PCA_SVM, textvariable=self.my_var_1) self.Total_uupon.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.Total_uupon.place(x=400, y=255) self.Material =tk.Label(self.BOTTLE_CUP_PCA_SVM, textvariable=self.my_var_3) self.Material.config(font=("Times New Roman",40,"bold"), bg = "linen" ) self.Material.place(x=400, y=335) self.Enter_button = tk.Button(self.BOTTLE_CUP_PCA_SVM, image = self.tk_img_4, command = self.execute ) self.Enter_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.Enter_button.place(x = 140, y = 447, width=350, height=84) self.progressbarOne = ttk.Progressbar(self.BOTTLE_CUP_PCA_SVM) self.progressbarOne.place(x = 328, y = 435, width=500, height=10) self.END_button = tk.Button(self.BOTTLE_CUP_PCA_SVM, image = self.tk_img_5, command = self.uploading_google) self.END_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.END_button.place(x = 510, y = 447, width=350, height=84) self.shutdown_button = tk.Button(self.BOTTLE_CUP_PCA_SVM, text='Renew Measure Reference', command = self.execute_2) self.shutdown_button.config(font=("Times New Roman",9,"bold"),bg = "linen") self.shutdown_button.place(x = 5, y = 557, width=200, height=18) self.back_button = tk.Button(self.BOTTLE_CUP_PCA_SVM, image=self.tk_img_6, command = self.back) self.back_button.config(font=("Times New Roman",18,"bold"),bg = "white") self.back_button.place(x = 10, y = 447, width=84, height=84) def execute(self,): self.progressbarOne['maximum']=5 self.progressbarOne['value']=0 self.Enter_button['state'] = tk.DISABLED self.END_button['state'] = tk.DISABLED self.shutdown_button['state'] = tk.DISABLED self.progressbarOne['value']+=1 self.BOTTLE_CUP_PCA_SVM.update() self.reference = open('/home/ispect/Desktop/GUI_element/costom_data/interface_reference_white.txt', 'r') self.reference_data = self.reference.read() self.reference_data = self.reference_data.split(", ") #print(self.reference_data, type(self.reference_data)) nirs.scan() results = nirs.get_scan_results() self.progressbarOne['value']+=1 self.BOTTLE_CUP_PCA_SVM.update() sample_intensity_data = results['intensity'] wavelength_data = results['wavelength'] absorbance_data = [] final_absorbance = [] for i in range(len(wavelength_data)): data = math.log(float(1/(float(sample_intensity_data[i])/float(self.reference_data[i]))), 10) absorbance_data.append(data) print(absorbance_data, type(absorbance_data), len(absorbance_data)) absorbance_data_max_value = max(absorbance_data) absorbance_data_min_value = min(absorbance_data) denominator = float(absorbance_data_max_value-absorbance_data_min_value) for j in range(len(absorbance_data)): data_2 = float(float(absorbance_data[j]-absorbance_data_min_value)/denominator) final_absorbance.append(data_2) print(final_absorbance) self.progressbarOne['value']+=1 self.BOTTLE_CUP_PCA_SVM.update() self.model = pickle.load(open('/home/ispect/Desktop/0302/0309/clf_sample20230817.pkl', 'rb')) self.test = pickle.load(open('/home/ispect/Desktop/0302/0309/pca_sample20230817.m', 'rb')) self.numeric_array = np.array(final_absorbance).reshape(1,86) sample = self.test.transform(self.numeric_array) print(sample) self.progressbarOne['value']+=1 self.BOTTLE_CUP_PCA_SVM.update() self.predicted_labels = self.model.predict(sample) self.predicted_sample_percent = self.model.predict_proba(sample) self.pred_class_ = self.model.classes_ OLD_UUPOO = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'r') old_upoon = OLD_UUPOO.read() print(old_upoon, type(old_upoon)) k = int(old_upoon) UPUP = 0 if self.predicted_labels == "HIPS" or self.predicted_labels == "GPPS": UPUP=15 lablename = "PS" elif self.predicted_labels == "PVC": UPUP=16 lablename = "PVC" elif self.predicted_labels == "PP": UPUP=19 lablename = "PP" elif self.predicted_labels == "PET": UPUP=20 lablename = "PET" elif self.predicted_labels == "LDPE": UPUP=21 lablename = "LDPE" elif self.predicted_labels == "HDPE": UPUP=22 lablename = "HDPE" elif self.predicted_labels == "PLA": UPUP=23 lablename = "PLA" elif self.predicted_labels == "PEandPaper": UPUP=24 lablename = "PE and Paper" else: UPUP=0 total = UPUP + k self.my_var_1.set("+"+str(UPUP)) self.my_var_3.set(str(total)) self.my_var_4.set(str(lablename)) self.progressbarOne['value']+=1 self.BOTTLE_CUP_PCA_SVM.update() UUPOO = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'w') UUPOO.write(str(UPUP+k)) UUPOO.close() print("predict sample category:", self.predicted_labels) print("predict sample percent:", self.predicted_sample_percent) print("pred classes", self.pred_class_) self.progressbarOne['value']=0 self.Enter_button['state'] = tk.NORMAL self.END_button['state'] = tk.NORMAL self.shutdown_button['state'] = tk.NORMAL self.BOTTLE_CUP_PCA_SVM.update() def execute_2(self,): self.BOTTLE_CUP_PCA_SVM.destroy() print("a") Measure_initface_penetrate_RFID(self.master) def uploading_google(self,): card_number = open('/home/ispect/Desktop/GUI_element/costom_data/interface_UID.txt', 'r') UID = card_number.read() UUF = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'r') UUP = UUF.read() url = ( 'https://script.google.com/macros/s/AKfycbw_2TQC92xPbuT27bhriqgk7Y_4bN-W6mgxCOLTB9ktIMTxRqsaDipNj0jcIGYe46F5aw/exec?data=') urllib.urlretrieve(url + str(UID) + "," + str(UUP)) UUF = open('/home/ispect/Desktop/GUI_element/costom_data/UUPOO.txt', 'w') UUP = str(0) UUF.write(UUP) UUF.close() tkMessageBox.showinfo('warning', "Uploading UID and UUPON successfully") self.BOTTLE_CUP_PCA_SVM.destroy() print("uploading successfully") RFID_code(self.master) def back(self,): self.BOTTLE_CUP_PCA_SVM.destroy() print("Hello world") choose_measure(self.master) if __name__ == '__main__': # init_gps()自己加的 root = tk.Tk() nirs = NIRS() nirs.set_config(8, NIRS.TYPES.HADAMARD_TYPE, 86, 6, 950, 1700, 17) nirs.set_pga_gain(new_value=0) nirs.scan_snr("hadamard")#scan_snr hadamard , column #ser =serial.Serial("/dev/ttyS0", 9600, timeout=2) ser =serial.Serial("/dev/ttyACM0", 9600, timeout=2) GPIO.setmode(GPIO.BOARD) led_pin = 12 GPIO.setup(led_pin, GPIO.OUT) initialization_basedesk(root) root.mainloop()