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collectdata.py
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import os
import cv2
cap=cv2.VideoCapture(0)
directory='Images/'
# Create directory if it doesn't exist
if not os.path.exists(directory):
os.makedirs(directory)
actions = ['A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z']
for action in actions:
if not os.path.exists(directory+action):
os.makedirs(directory+action)
print(f'Directory {action} created')
while True:
_,frame=cap.read()
count = {
'a': len(os.listdir(directory+"/A")),
'b': len(os.listdir(directory+"/B")),
'c': len(os.listdir(directory+"/C")),
'd': len(os.listdir(directory+"/D")),
'e': len(os.listdir(directory+"/E")),
'f': len(os.listdir(directory+"/F")),
'g': len(os.listdir(directory+"/G")),
'h': len(os.listdir(directory+"/H")),
'i': len(os.listdir(directory+"/I")),
'j': len(os.listdir(directory+"/J")),
'k': len(os.listdir(directory+"/K")),
'l': len(os.listdir(directory+"/L")),
'm': len(os.listdir(directory+"/M")),
'n': len(os.listdir(directory+"/N")),
'o': len(os.listdir(directory+"/O")),
'p': len(os.listdir(directory+"/P")),
'q': len(os.listdir(directory+"/Q")),
'r': len(os.listdir(directory+"/R")),
's': len(os.listdir(directory+"/S")),
't': len(os.listdir(directory+"/T")),
'u': len(os.listdir(directory+"/U")),
'v': len(os.listdir(directory+"/V")),
'w': len(os.listdir(directory+"/W")),
'x': len(os.listdir(directory+"/X")),
'y': len(os.listdir(directory+"/Y")),
'z': len(os.listdir(directory+"/Z"))
}
# cv2.putText(frame, "a : "+str(count['a']), (10, 100), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "b : "+str(count['b']), (10, 110), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "c : "+str(count['c']), (10, 120), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "d : "+str(count['d']), (10, 130), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "e : "+str(count['e']), (10, 140), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "f : "+str(count['f']), (10, 150), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "g : "+str(count['g']), (10, 160), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "h : "+str(count['h']), (10, 170), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "i : "+str(count['i']), (10, 180), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "k : "+str(count['k']), (10, 190), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "l : "+str(count['l']), (10, 200), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "m : "+str(count['m']), (10, 210), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "n : "+str(count['n']), (10, 220), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "o : "+str(count['o']), (10, 230), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "p : "+str(count['p']), (10, 240), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "q : "+str(count['q']), (10, 250), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "r : "+str(count['r']), (10, 260), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "s : "+str(count['s']), (10, 270), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "t : "+str(count['t']), (10, 280), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "u : "+str(count['u']), (10, 290), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "v : "+str(count['v']), (10, 300), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "w : "+str(count['w']), (10, 310), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "x : "+str(count['x']), (10, 320), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "y : "+str(count['y']), (10, 330), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
# cv2.putText(frame, "z : "+str(count['z']), (10, 340), cv2.FONT_HERSHEY_PLAIN, 1, (0,255,255), 1)
row = frame.shape[1]
col = frame.shape[0]
cv2.rectangle(frame,(0,40),(300,400),(255,255,255),2)
cv2.imshow("data",frame)
cv2.imshow("ROI",frame[40:400,0:300])
frame=frame[40:400,0:300]
interrupt = cv2.waitKey(10)
if interrupt & 0xFF == ord('a'):
cv2.imwrite(directory+'A/'+str(count['a'])+'.png',frame)
if interrupt & 0xFF == ord('b'):
cv2.imwrite(directory+'B/'+str(count['b'])+'.png',frame)
if interrupt & 0xFF == ord('c'):
cv2.imwrite(directory+'C/'+str(count['c'])+'.png',frame)
if interrupt & 0xFF == ord('d'):
cv2.imwrite(directory+'D/'+str(count['d'])+'.png',frame)
if interrupt & 0xFF == ord('e'):
cv2.imwrite(directory+'E/'+str(count['e'])+'.png',frame)
if interrupt & 0xFF == ord('f'):
cv2.imwrite(directory+'F/'+str(count['f'])+'.png',frame)
if interrupt & 0xFF == ord('g'):
cv2.imwrite(directory+'G/'+str(count['g'])+'.png',frame)
if interrupt & 0xFF == ord('h'):
cv2.imwrite(directory+'H/'+str(count['h'])+'.png',frame)
if interrupt & 0xFF == ord('i'):
cv2.imwrite(directory+'I/'+str(count['i'])+'.png',frame)
if interrupt & 0xFF == ord('j'):
cv2.imwrite(directory+'J/'+str(count['j'])+'.png',frame)
if interrupt & 0xFF == ord('k'):
cv2.imwrite(directory+'K/'+str(count['k'])+'.png',frame)
if interrupt & 0xFF == ord('l'):
cv2.imwrite(directory+'L/'+str(count['l'])+'.png',frame)
if interrupt & 0xFF == ord('m'):
cv2.imwrite(directory+'M/'+str(count['m'])+'.png',frame)
if interrupt & 0xFF == ord('n'):
cv2.imwrite(directory+'N/'+str(count['n'])+'.png',frame)
if interrupt & 0xFF == ord('o'):
cv2.imwrite(directory+'O/'+str(count['o'])+'.png',frame)
if interrupt & 0xFF == ord('p'):
cv2.imwrite(directory+'P/'+str(count['p'])+'.png',frame)
if interrupt & 0xFF == ord('q'):
cv2.imwrite(directory+'Q/'+str(count['q'])+'.png',frame)
if interrupt & 0xFF == ord('r'):
cv2.imwrite(directory+'R/'+str(count['r'])+'.png',frame)
if interrupt & 0xFF == ord('s'):
cv2.imwrite(directory+'S/'+str(count['s'])+'.png',frame)
if interrupt & 0xFF == ord('t'):
cv2.imwrite(directory+'T/'+str(count['t'])+'.png',frame)
if interrupt & 0xFF == ord('u'):
cv2.imwrite(directory+'U/'+str(count['u'])+'.png',frame)
if interrupt & 0xFF == ord('v'):
cv2.imwrite(directory+'V/'+str(count['v'])+'.png',frame)
if interrupt & 0xFF == ord('w'):
cv2.imwrite(directory+'W/'+str(count['w'])+'.png',frame)
if interrupt & 0xFF == ord('x'):
cv2.imwrite(directory+'X/'+str(count['x'])+'.png',frame)
if interrupt & 0xFF == ord('y'):
cv2.imwrite(directory+'Y/'+str(count['y'])+'.png',frame)
if interrupt & 0xFF == ord('z'):
cv2.imwrite(directory+'Z/'+str(count['z'])+'.png',frame)
cap.release()
cv2.destroyAllWindows()