/
collectData.py
125 lines (107 loc) · 4.92 KB
/
collectData.py
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import cv2
import os
if not os.path.exists("data"):
os.makedirs("data")
os.makedirs("data/test")
os.makedirs("data/train")
os.makedirs('data/test/0')
os.makedirs('data/train/0')
os.makedirs('data/train/1')
os.makedirs('data/test/1')
os.makedirs('data/train/2')
os.makedirs('data/test/2')
os.makedirs('data/train/3')
os.makedirs('data/test/3')
os.makedirs('data/train/4')
os.makedirs('data/test/4')
os.makedirs('data/train/5')
os.makedirs('data/test/5')
os.makedirs('data/train/6')
os.makedirs('data/test/6')
os.makedirs('data/train/7')
os.makedirs('data/test/7')
os.makedirs('data/train/8')
os.makedirs('data/test/8')
os.makedirs('data/train/9')
os.makedirs('data/test/9')
# os.makedirs('data/test/y')
# os.makedirs('data/train/y')
cap = cv2.VideoCapture(0)
cap.set(3,1080)
cap.set(4,680)
directory = 'data/train/'
mode = 'train'
while True:
b,frame = cap.read()
frame = cv2.flip(frame,1)
count = {
'zero' : len(os.listdir(directory+'/0')),
'one' : len(os.listdir(directory+'/1')),
'two' : len(os.listdir(directory+'/2')),
'three' : len(os.listdir(directory+'/3')),
'four' : len(os.listdir(directory+'/4')),
'five' : len(os.listdir(directory+'/5')),
'six' : len(os.listdir(directory+'/6')),
'seven' : len(os.listdir(directory+'/7')),
'eight' : len(os.listdir(directory+'/8')),
'nine' : len(os.listdir(directory+'/9')),
# 'yra' : len(os.listdir(directory+'/y'))
}
cv2.rectangle(frame,(10,0),(300,475),(200,150,100),cv2.FILLED)
cv2.putText(frame,"Data Images",(20,25),cv2.FONT_HERSHEY_COMPLEX,1,(255,255,255),1)
cv2.putText(frame,'0 - '+ str(count['zero']),(48,75),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'1 - '+str(count['one']),(48,115),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'2 - '+str(count['two']),(48,155),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'3 - '+str(count['three']),(48,195),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'4 - '+str(count['four']),(48,235),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'5 - '+str(count['five']),(48,275),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'6 - '+str(count['six']),(48,315),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'7 - '+str(count['seven']),(48,355),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'8 - '+str(count['eight']),(48,395),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
cv2.putText(frame,'9 - '+str(count['nine']),(48,435),cv2.FONT_HERSHEY_DUPLEX,1.25,(255,255,255),1)
#cv2.putText(frame,'Cool - '+str(count['yra']),(48,305),cv2.FONT_HERSHEY_DUPLEX,0.75,(55,55,55),1)
cv2.putText(frame,"Module 1:",(20,550),cv2.FONT_HERSHEY_COMPLEX_SMALL,1.5,(255,255,255),1)
cv2.putText(frame,"Preparation Of DataSets ",(20,600),cv2.FONT_HERSHEY_COMPLEX_SMALL,1.5,(255,255,255),1)
x1 = int(0.5*frame.shape[1])
y1 = 10
x2 = frame.shape[1]-10
y2 = int(0.5*frame.shape[1])
# Drawing the ROI
# The increment/decrement by 1 is to compensate for the bounding box
cv2.rectangle(frame, (x1-1, y1-1), (x2+1, y2+1), (255,0,0) ,1)
# Extracting the ROI
roi = frame[y1:y2, x1:x2]
roi = cv2.resize(roi, (64, 64))
cv2.cvtColor(roi,cv2.COLOR_BGR2GRAY)
a,roi = cv2.threshold(roi,120,255,cv2.THRESH_BINARY)
cv2.imshow("Region of interest",roi)
cv2.imshow("MyProject",frame)
interupt = cv2.waitKey(10)
if interupt & 0xFF == 27:
break
elif interupt & 0xFF == 48:
path = directory+'0/'+str(count['zero'])+'.jpg'
cv2.imwrite(path,roi)
print(path)
elif interupt & 0xFF == 49:
cv2.imwrite(directory+'1/'+str(count['one'])+'.jpg',roi)
elif interupt & 0xFF == 50:
cv2.imwrite(directory+'2/'+str(count['two'])+'.jpg',roi)
elif interupt & 0xFF == 51:
cv2.imwrite(directory+'3/'+str(count['three'])+'.jpg',roi)
elif interupt & 0xFF == 52:
cv2.imwrite(directory+'4/'+str(count['four'])+'.jpg',roi)
elif interupt & 0xFF == 53:
cv2.imwrite(directory+'5/'+str(count['five'])+'.jpg',roi)
elif interupt & 0xFF == 54:
cv2.imwrite(directory+'6/'+str(count['six'])+'.jpg',roi)
elif interupt & 0xFF == 55:
cv2.imwrite(directory+'7/'+str(count['seven'])+'.jpg',roi)
elif interupt & 0xFF == 56:
cv2.imwrite(directory+'8/'+str(count['eight'])+'.jpg',roi)
elif interupt & 0xFF == 57:
cv2.imwrite(directory+'9/'+str(count['nine'])+'.jpg',roi)
# elif interupt & 0xFF == 58:
# cv2.imwrite(directory+'y/'+str(count['yra'])+'.jpg',roi)
cap.release()
cv2.destroyAllWindows()