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2checkData.py
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2checkData.py
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import numpy as np
import pandas as pd
from collections import Counter
from random import shuffle
import cv2
train_data = np.load('training_data-1.npy', allow_pickle=True)
#df = pd.DataFrame(train_data)
#print(df.head())
#print(Counter(df[1].apply(str)))
i = 1
for data in train_data:
img = data[0]
choice = data[1]
cv2.imshow('test', img)
print(choice)
if choice == [1,0,0,0,0,0,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\straight\\{}.jpg'.format(i),img)
i+=1
if choice == [0,1,0,0,0,0,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\reverse\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,1,0,0,0,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\left\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,1,0,0,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\right\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,0,1,0,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\forward+left\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,0,0,1,0,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\forward+right\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,0,0,0,1,0,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\reverse+left\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,0,0,0,0,1,0]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\reverse+right\\{}.jpg'.format(i),img)
i+=1
if choice == [0,0,0,0,0,0,0,0,1]:
cv2.imwrite('C:\\Users\\Snooty7\\Desktop\\BrawlStars\\train\\nokeys\\{}.jpg'.format(i),img)
i+=1
if cv2.waitKey(25) & 0xFF == ord('q'):
cv2.destroyAllWindows()
break
#print(np.shape(train_data))
#print(np.ndim(train_data))