def delete_command(self):
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'skshreyas'
profiles = self.cortex.queryProfile()
status = 'load'
self.cortex.setup_profile(profile_name, status)
self.cortex.delete(detection='facialExpression',
action='smile',
status='erase')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
def live(self):
url = "wss://localhost:6868"
user = {
"license": "1d10f0b4-65e4-4424-ae8a-a56ae2fa6950",
"client_id": "uNU5UMKd9eFLYp8JtHr6ZXXaLHg1p6rf1BReVn4N",
"client_secret":
"9wcDtQn2Wubjg7zzlO2tnkx8Hzk1GkLpqZsqgOiuaWsaI0VRkxcxeQ9ZOPrHrNvJ1tlgOAV1XEZ6ooxJ06sRwobXDApRsol08w9YsJWU0fVAieWYp6kHexOlM9OWqXWk",
"debit": 10000,
}
self.cortex = Cortex(url, user)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
status = 'load'
profile_name = 'shreyas'
self.cortex.setup_profile(profile_name, status)
stream_list = ['fac']
self.lis = []
self.cortex.subscribe(stream_list)
while True:
res = self.cortex.ws.recv()
resp = json.loads(res)
re = resp['fac']
action = re[0]
frownNsurprise = re[1]
clenchNsmile = re[3]
time.sleep(1)
print(action, frownNsurprise, clenchNsmile)
if action == "neutral":
pass
if clenchNsmile == "smile":
self.smile = PhotoImage(file='images/smile.png')
self.canvas.create_image(685, 335, image=self.smile)
if frownNsurprise == "frown":
self.frown = PhotoImage(file='images/frown.png')
self.canvas.create_image(685, 335, image=self.frown)
if clenchNsmile == "clench":
self.clench = PhotoImage(file='images/clench.png')
self.canvas.create_image(685, 335, image=self.clench)
if frownNsurprise == "surprise":
self.surprise = PhotoImage(file='images/surprise.png')
self.canvas.create_image(685, 335, image=self.surprise)
if action == "blink":
self.blink = PhotoImage(file='images/blink.png')
self.canvas.create_image(685, 335, image=self.blink)
class FacialExpressionLive(Frame):
def __init__(self, parent, controller):
Frame.__init__(self, parent)
self.canvas = Canvas(self, width=2085, height=1080, bg='#020A2E')
self.canvas.pack()
self.neutral = PhotoImage(file='images/neutral.png')
self.canvas.create_image(685, 335, image=self.neutral)
self.back = PhotoImage(file='images/arrow.png')
arrow = Button(
self,
width=40,
height=30,
bg='#020A2E',
image=self.back,
bd=0,
command=lambda: controller.show_frame('FacialExpression')).place(
x=5, y=5)
thread1 = threading.Thread(target=self.live)
thread1.daemon = True
thread1.start()
def live(self):
url = "wss://localhost:6868"
user = {
"license": "1d10f0b4-65e4-4424-ae8a-a56ae2fa6950",
"client_id": "uNU5UMKd9eFLYp8JtHr6ZXXaLHg1p6rf1BReVn4N",
"client_secret":
"9wcDtQn2Wubjg7zzlO2tnkx8Hzk1GkLpqZsqgOiuaWsaI0VRkxcxeQ9ZOPrHrNvJ1tlgOAV1XEZ6ooxJ06sRwobXDApRsol08w9YsJWU0fVAieWYp6kHexOlM9OWqXWk",
"debit": 10000,
}
self.cortex = Cortex(url, user)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
status = 'load'
profile_name = 'shreyas'
self.cortex.setup_profile(profile_name, status)
stream_list = ['fac']
self.lis = []
self.cortex.subscribe(stream_list)
while True:
res = self.cortex.ws.recv()
resp = json.loads(res)
re = resp['fac']
action = re[0]
frownNsurprise = re[1]
clenchNsmile = re[3]
time.sleep(1)
print(action, frownNsurprise, clenchNsmile)
if action == "neutral":
pass
if clenchNsmile == "smile":
self.smile = PhotoImage(file='images/smile.png')
self.canvas.create_image(685, 335, image=self.smile)
if frownNsurprise == "frown":
self.frown = PhotoImage(file='images/frown.png')
self.canvas.create_image(685, 335, image=self.frown)
if clenchNsmile == "clench":
self.clench = PhotoImage(file='images/clench.png')
self.canvas.create_image(685, 335, image=self.clench)
if frownNsurprise == "surprise":
self.surprise = PhotoImage(file='images/surprise.png')
self.canvas.create_image(685, 335, image=self.surprise)
if action == "blink":
self.blink = PhotoImage(file='images/blink.png')
self.canvas.create_image(685, 335, image=self.blink)
def Surprisecortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 250
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'surprise'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.surpriseReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top,
text="SURPRISE TRAINING COMPLETED",
font=("Helvetica", 10))
w.pack()
Button(top,
width=10,
height=2,
text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
class FacialExpression(Frame):
def __init__(self, parent, controller):
Frame.__init__(self, parent)
self.controller = controller
# self.delete=PhotoImage(file='images/delete.png')
self.c = Canvas(self, width=2085, height=1080, bg='#020A2E')
self.c.pack()
self.back = PhotoImage(file='images/arrow.png')
arrow = Button(
self,
width=40,
height=30,
bg='#020A2E',
image=self.back,
bd=0,
command=lambda: controller.show_frame('Navigator')).place(x=5, y=5)
label = Label(self,
text="FACIAL EXPRESSIONS",
bg='#020A2E',
fg='white',
font='Arial 30 bold').place(x=50, y=40)
self.round_rectangle(50, 120, 390, 620, radius=10,
fill='#2C3547') # container of buttons to train
self.c.create_text(185,
140,
text="TRAIN",
anchor=N,
font='Arial 14 ',
fill='white')
self.neutral = PhotoImage(file='images/neutral.png')
self.c.create_image(685, 335, image=self.neutral)
self.Valence_Arousal_Map()
self.live = Button(self,
width=20,
height=1,
text='GO LIVE',
bd=0,
bg='#222233',
fg='white',
font='Arial 12 bold',
command=lambda: controller.show_frame(
'FacialExpressionLive')).place(x=570, y=620)
self.c.create_text(
685,
690,
text=
"NOTE : Train all the emotions before you go LIVE and Train Neutral emotion first before the training of others,Each button will retain it's color after training completes for corresponding emotion,Valence says about awareness(+ve/-veness) &\n"
" Arousal says how much calming and exciting a person is and Deleting a command will erase all the data trained before.\n",
fill='#AACCFF')
self.neutalTrainButton()
self.smileTrainButton()
self.frownTrainButton()
self.clenchTrainButton()
self.surpriseTrainButton()
self.blinkTrainButton()
self.neutraldelete = Button(self,
width=6,
height=2,
bg='#5F5D6B',
bd=0,
text='Del',
fg='white',
font='Arial 10').place(x=323, y=188)
self.smiledelete = Button(self,
width=6,
height=2,
bg='#5F5D6B',
bd=0,
text='Del',
fg='white',
font='Arial 10',
command=self.delete_command).place(x=323,
y=258)
def delete_command(self):
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'skshreyas'
profiles = self.cortex.queryProfile()
status = 'load'
self.cortex.setup_profile(profile_name, status)
self.cortex.delete(detection='facialExpression',
action='smile',
status='erase')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
def Valence_Arousal_Map(self):
self.c.create_rectangle(970,
120,
1300,
620,
fill='#040F40',
width=2,
outline='#707070')
self.c.create_line(1135, 120, 1135, 620, fill='#707070', width=5)
self.c.create_line(970, 380, 1300, 380, fill='#707070', width=5)
self.c.create_text(1220,
395,
text='Valence',
fill='#5A76B9',
font='Arial 15 ')
self.c.create_text(1120,
250,
text='Arousal',
fill='#5A76B9',
font='Arial 15',
angle=90)
self.c.create_polygon(980, 250, 987, 235, 995, 250, fill='#FFA60D')
self.c.create_text(990,
258,
text='Angry',
font='Arial 10',
fill='white')
self.c.create_polygon(1000, 500, 1007, 485, 1015, 500, fill='#FFA60D')
self.c.create_text(1010,
508,
text="Frown",
font='Arial 10',
fill='white')
self.c.create_polygon(1180, 550, 1187, 535, 1195, 550, fill='green')
self.c.create_text(1190,
558,
text='Neutral',
font='Arial 10',
fill='white')
self.c.create_polygon(1260, 500, 1267, 485, 1274, 500, fill='#FFA60D')
self.c.create_text(1270,
508,
text='Smile',
font='Arial 10',
fill='white')
self.c.create_polygon(1240, 300, 1247, 285, 1255, 300, fill='#FFA60D')
self.c.create_text(1250,
308,
text='Blink',
font='Arial 10',
fill='white')
self.c.create_polygon(1210, 200, 1217, 185, 1225, 200, fill='#FFA60D')
self.c.create_text(1220,
208,
text='Surprise',
font='Arial 10',
fill='white')
def neutalTrainButton(self):
self.neutralTrain = self.round_rectangle(
70, 220, 300, 190, radius=20, fill='#5F5D6B') # neutral train
self.neutralText = self.c.create_text(185,
197,
text="Neutral",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.neutralText, '<1>', self.neutralOnclick)
self.c.tag_bind(self.neutralTrain, '<1>', self.neutralOnclick)
def smileTrainButton(self):
self.smileTrain = self.round_rectangle(70,
290,
300,
260,
radius=20,
fill='#5F5D6B') # smile train
self.smileText = self.c.create_text(185,
267,
text="Smile",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.smileText, '<1>', self.smileOnclick)
self.c.tag_bind(self.smileTrain, '<1>', self.smileOnclick)
def frownTrainButton(self):
self.frownTrain = self.round_rectangle(70,
360,
300,
330,
radius=20,
fill='#5F5D6B') # frown train
self.frownText = self.c.create_text(185,
337,
text="Frown",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.frownTrain, '<1>', self.frownClick)
self.c.tag_bind(self.frownText, '<1>', self.frownClick)
self.frowndelete = Button(self,
width=6,
height=2,
bg='#5F5D6B',
bd=0,
text='Del',
fg='white',
font='Arial 10').place(x=323, y=328)
def clenchTrainButton(self):
self.clenchTrain = self.round_rectangle(70,
430,
300,
400,
radius=20,
fill='#5F5D6B') # clench train
self.clenchText = self.c.create_text(185,
407,
text="Clench",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.clenchTrain, '<1>', self.clenchClick)
self.c.tag_bind(self.clenchText, '<1>', self.clenchClick)
self.clenchdelete = Button(self,
width=6,
height=2,
bg='#5F5D6B',
bd=0,
text='Del',
fg='white',
font='Arial 10').place(x=323, y=398)
def surpriseTrainButton(self):
self.surpriseTrain = self.round_rectangle(
70, 500, 300, 470, radius=20, fill='#5F5D6B') # surprise train
self.surpriseText = self.c.create_text(185,
477,
text="Surprise",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.surpriseTrain, '<1>', self.surpriseClick)
self.c.tag_bind(self.surpriseText, '<1>', self.surpriseClick)
self.surprisedelete = Button(self,
width=6,
height=2,
bd=0,
bg='#5F5D6B',
text='Del',
fg='white',
font='Arial 10').place(x=325, y=468)
def blinkTrainButton(self):
self.blinkTrain = self.round_rectangle(70,
570,
300,
540,
radius=20,
fill='#5F5D6B') # blink train
self.blinkText = self.c.create_text(185,
547,
text="Blink",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.blinkText, '<1>', self.blinkClick)
self.c.tag_bind(self.blinkTrain, '<1>', self.blinkClick)
self.deleteBlink = Button(self,
width=6,
height=2,
bd=0,
bg='#5F5D6B',
text='Del',
fg='white',
font='Arial 10').place(x=325, y=538)
def Neutralcortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 200
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'neutral'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.neutralReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top,
text="NEUTRAL training completed",
font=("Helvetica", 10))
w.pack()
Button(top, text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
def neutralOnclick(self, event):
self.neutralClicked = self.round_rectangle(
70, 220, 300, 190, radius=20, fill='yellow') # neutral train
self.neutralTextClicked = self.c.create_text(185,
197,
text="Neutral",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.neutralClicked, '<1>', self.neutralReleased)
self.c.tag_bind(self.neutralTextClicked, '<1>', self.neutralReleased)
thred1 = threading.Thread(target=self.Neutralcortexfile)
thred1.daemon = True
thred1.start()
def neutralReleased(self):
self.neutralRetain = self.round_rectangle(
70, 220, 300, 190, radius=20, fill='#5F5D6B') # neutral train
self.neutralTextRetain = self.c.create_text(185,
197,
text="Neutral",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.neutralRetain, '<1>', self.neutralOnclick)
self.c.tag_bind(self.neutralTextRetain, '<1>', self.neutralOnclick)
def Smilecortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 250
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'smile'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.smileReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top,
text="NEUTRAL TRAINING COMPLETED",
font=("Helvetica", 10))
w.pack()
Button(top, text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
def smileOnclick(self, event):
self.smileClicked = self.round_rectangle(70,
290,
300,
260,
radius=20,
fill='yellow') # smile train
self.smileTextClicked = self.c.create_text(185,
267,
text="Smile",
anchor=N,
font='Arial 12 ',
fill='white')
self.expr = PhotoImage(file="images/smile.png")
self.c.create_image(685, 335, image=self.expr)
self.c.tag_bind(self.smileClicked, '<1>', self.smileReleased)
self.c.tag_bind(self.smileTextClicked, '<1>', self.smileReleased)
thread2 = threading.Thread(target=self.Smilecortexfile)
thread2.daemon = True
thread2.start()
def smileReleased(self):
self.smileRetain = self.round_rectangle(70,
290,
300,
260,
radius=20,
fill='#5F5D6B') # smile train
self.smileTextRetain = self.c.create_text(185,
267,
text="Smile",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.smileRetain, '<1>', self.smileOnclick)
self.c.tag_bind(self.smileTextRetain, '<1>', self.smileOnclick)
def Frowncortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 250
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'frown'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.frownReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top, text="FROWN TRAINING COMPLETED", font=("Helvetica", 10))
w.pack()
Button(top, text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
def frownClick(self, event):
self.frownClicked = self.round_rectangle(70,
360,
300,
330,
radius=20,
fill='yellow') # frown train
self.frownTextClicked = self.c.create_text(185,
337,
text="Frown",
anchor=N,
font='Arial 12 ',
fill='white')
self.frownImg = PhotoImage(file='images/frown.png')
self.c.create_image(685, 335, image=self.frownImg)
self.c.tag_bind(self.frownClicked, '<1>', self.frownReleased)
self.c.tag_bind(self.frownTextClicked, '<1>', self.frownReleased)
thread3 = threading.Thread(target=self.Frowncortexfile)
thread3.daemon = True
thread3.start()
def frownReleased(self):
self.frownRetained = self.round_rectangle(
70, 360, 300, 330, radius=20, fill='#5F5D6B') # frown train
self.frownTextRetain = self.c.create_text(185,
337,
text="Frown",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.frownRetained, '<1>', self.frownClick)
self.c.tag_bind(self.frownTextRetain, '<1>', self.frownClick)
def Clenchcortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 250
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'clench'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.clenchReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top,
text="CLENCH TRAINING COMPLETED",
font=("Helvetica", 10))
w.pack()
Button(top, text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
def clenchClick(self, event):
self.clenchClicked = self.round_rectangle(
70, 430, 300, 400, radius=20, fill='yellow') # clench train
self.clenchTextclicked = self.c.create_text(185,
407,
text="Clench",
anchor=N,
font='Arial 12 ',
fill='white')
self.clenchImg = PhotoImage(file="images/clench.png")
self.c.create_image(685, 335, image=self.clenchImg)
self.c.tag_bind(self.clenchClicked, '<1>', self.clenchReleased)
self.c.tag_bind(self.clenchTextclicked, '<1>', self.clenchReleased)
thread4 = threading.Thread(target=self.Clenchcortexfile)
thread4.daemon = True
thread4.start()
def clenchReleased(self):
self.clenchRetain = self.round_rectangle(
70, 430, 300, 400, radius=20, fill='#5F5D6B') # clench train
self.clenchTextRetain = self.c.create_text(185,
407,
text="Clench",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.clenchRetain, '<1>', self.clenchClick)
self.c.tag_bind(self.clenchTextRetain, '<1>', self.clenchClick)
def Surprisecortexfile(self):
top = Toplevel(self)
top.grab_set()
top.title("BCOT")
top.wm_iconbitmap('logo.ico')
progress = Progressbar(top,
orient=HORIZONTAL,
length=100,
mode='determinate')
progress.pack(pady=10)
progress['value'] = 0
width_of_window = 250
height_of_window = 100
screen_width = top.winfo_screenwidth()
screen_height = top.winfo_screenheight()
x_coordinate = (screen_width / 2) - (width_of_window / 2)
y_coordinate = (screen_height / 2) - (height_of_window / 2)
top.geometry(
"%dx%d+%d+%d" %
(width_of_window, height_of_window, x_coordinate, y_coordinate))
url = "wss://localhost:6868"
user = {
"license": "",
"client_id": "",
"client_secret": "",
"debit": 100,
"number_row_data": 10
}
self.cortex = Cortex(url, user, debug_mode=True)
self.headset_id = self.cortex.query_headset()
self.cortex.connect_headset()
self.cortex.request_access()
auth = self.cortex.authorize()
self.cortex.create_session(auth, self.headset_id)
profile_name = 'shreyas'
training_action = 'surprise'
number_of_train = 5
stream = ['sys']
self.cortex.sub_request(stream)
profiles = self.cortex.queryProfile()
# if self.profile_name not in profiles:
# status = 'create'
# self.cortex.setup_profile(self.profile_name, status)
status = 'load'
self.cortex.setup_profile(profile_name, status)
print('begin train -----------------------------------')
num_train = 0
while num_train < number_of_train:
num_train = num_train + 1
progress['value'] = 20 + progress['value']
top.update_idletasks()
time.sleep(1)
print('start training {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'start'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
print('accept {0} time {1} ---------------'.format(
training_action, num_train))
print('\n')
status = 'accept'
self.cortex.train_request(detection='facialExpression',
action=training_action,
status=status)
if num_train == 5:
self.surpriseReleased()
print('save trained action')
status = "save"
self.cortex.setup_profile(profile_name, status)
status = 'unload'
self.cortex.setup_profile(profile_name, status)
self.cortex.close_session()
w = Label(top,
text="SURPRISE TRAINING COMPLETED",
font=("Helvetica", 10))
w.pack()
Button(top,
width=10,
height=2,
text='ok',
command=lambda win=top: win.destroy()).pack(pady=10)
top.grab_release()
sys.exit(
) # this helps in the binding the thread with daemon and kill the thread using dameon when the frame is closed
def surpriseClick(self, event):
self.surpriseClicked = self.round_rectangle(
70, 500, 300, 470, radius=20, fill='yellow') # surprise train
self.surpriseTextClicked = self.c.create_text(185,
477,
text="Surprise",
anchor=N,
font='Arial 12 ',
fill='white')
self.surpriseImg = PhotoImage(file='images/surprise.png')
self.c.create_image(685, 335, image=self.surpriseImg)
self.c.tag_bind(self.surpriseClicked, '<1>', self.surpriseReleased)
self.c.tag_bind(self.surpriseTextClicked, '<1>', self.surpriseReleased)
thread5 = threading.Thread(target=self.Surprisecortexfile)
thread5.daemon = True
thread5.start()
def surpriseReleased(self):
self.surpriseRetain = self.round_rectangle(
70, 500, 300, 470, radius=20, fill='#5F5D6B') # surprise train
self.surpriseTextRetain = self.c.create_text(185,
477,
text="Surprise",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.surpriseRetain, '<1>', self.surpriseClick)
self.c.tag_bind(self.surpriseTextRetain, '<1>', self.surpriseClick)
def blinkClick(self, event):
self.blinkClicked = self.round_rectangle(70,
570,
300,
540,
radius=20,
fill='yellow') # blink train
self.blinkTextClicked = self.c.create_text(185,
547,
text="Blink",
anchor=N,
font='Arial 12 ',
fill='white')
self.blinkImg = PhotoImage(file='images/blink.png')
self.c.create_image(685, 335, image=self.blinkImg)
self.c.tag_bind(self.blinkTextClicked, '<1>', self.blinkReleased)
self.c.tag_bind(self.blinkClicked, '<1>', self.blinkReleased)
def blinkReleased(self, event):
self.blinkRetain = self.round_rectangle(70,
570,
300,
540,
radius=20,
fill='#5F5D6B') # blink train
self.blinkTextRetain = self.c.create_text(185,
547,
text="Blink",
anchor=N,
font='Arial 12 ',
fill='white')
self.c.tag_bind(self.blinkRetain, '<1>', self.blinkClick)
self.c.tag_bind(self.blinkTextRetain, '<1>', self.blinkClick)
def round_rectangle(self, x1, y1, x2, y2, radius=25, **kwargs):
points = [
x1 + radius, y1, x1 + radius, y1, x2 - radius, y1, x2 - radius, y1,
x2, y1, x2, y1 + radius, x2, y1 + radius, x2, y2 - radius, x2,
y2 - radius, x2, y2, x2 - radius, y2, x2 - radius, y2, x1 + radius,
y2, x1 + radius, y2, x1, y2, x1, y2 - radius, x1, y2 - radius, x1,
y1 + radius, x1, y1 + radius, x1, y1
]
return self.c.create_polygon(points, **kwargs, smooth=True)