編集履歴

質問編集履歴

文字数制限

2020/07/14 07:23

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -190,17 +190,7 @@
 path_four =  path +'/Dataset/four'
-path_five =  path +'/Dataset/five'
-path_six  =  path +'/Dataset/six'
-path_seven=  path +'/Dataset/seven'
-path_eight=  path +'/Dataset/eight'
-path_nine =  path +'/Dataset/nine'
-path_zero =  path  +'/Dataset/zero'
@@ -212,17 +202,7 @@
 file_4=glob.glob(path_four +'/*.jpg')
-file_5=glob.glob(path_five +'/*.jpg')
-file_6=glob.glob(path_six +'/*.jpg')
-file_7=glob.glob(path_seven +'/*.jpg')
-file_8=glob.glob(path_eight +'/*.jpg')
-file_9=glob.glob(path_nine +'/*.jpg')
-file_0=glob.glob(path_zero +'/*.jpg')
@@ -392,28 +372,6 @@
-load_dir_5(path_five,5)
-load_dir_6(path_six,6)
-load_dir_7(path_seven,7)
-load_dir_8(path_eight,8)
-load_dir_9(path_nine,9)
-load_dir_0(path_zero,0)
 x=np.array(x)

書籍の改善

2020/07/14 07:23

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -226,6 +226,50 @@
+print(len(file_1))
+print(len(file_2))
+print(len(file_3))
+print(len(file_4))
+print(len(file_5))
+print(len(file_6))
+print(len(file_7))
+print(len(file_8))
+print(len(file_9))
+print(len(file_0))
+#出力
+26
+20
+23
+21
+11
+19
+20
+16
+22
+22
@@ -328,137 +372,7 @@
-def load_dir_5(path,label):
-    for i in file_5:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]
-def load_dir_6(path,label):
-    for i in file_6:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]
-def load_dir_7(path,label):
-    for i in file_7:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]
-def load_dir_8(path,label):
-    for i in file_8:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]
-def load_dir_9(path,label):
-    for i in file_9:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]
-def load_dir_0(path,label):
-    for i in file_0:
-        img=cv2.imread(i)
-        img=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY)
-        img=cv2.resize(img,in_size)
-        img=img/255.0
-        x.append(img)
-        z.append(label)
-    return [x,z]

必要なライブラリのインポートを行った

2020/07/14 06:36

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -152,6 +152,18 @@
 import cv2
+from keras.layers import Convolution2D, BatchNormalization, Activation, MaxPooling2D, Add, Dropout,  Flatten, Dense
+from keras import optimizers
+from keras.utils import to_categorical
+from keras import models
+from keras import layers
 x=[]
@@ -186,7 +198,7 @@
 path_eight=  path +'/Dataset/eight'
-path_nine =  path +'/Dataset/ine'
+path_nine =  path +'/Dataset/nine'
 path_zero =  path  +'/Dataset/zero'
@@ -312,9 +324,9 @@
     return [x,z]
 def load_dir_5(path,label):
@@ -336,7 +348,7 @@
     return [x,z]
 def load_dir_6(path,label):
@@ -402,7 +414,7 @@
     return [x,z]
 def load_dir_9(path,label):
@@ -424,9 +436,9 @@
     return [x,z]
 def load_dir_0(path,label):
@@ -552,6 +564,4 @@
 ```

2020/07/14 06:02

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -490,6 +490,12 @@
+x=np.array(x)
+z=np.array(z)
 import keras

2020/07/14 05:51

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -450,43 +450,43 @@
-load_dir_1(path_one_speckle,1)
+load_dir_1(path_one,1)
-load_dir_2(path_two_speckle,2)
+load_dir_2(path_two,2)
-load_dir_3(path_three_speckle,3)
+load_dir_3(path_three,3)
-load_dir_4(path_four_speckle,4)
+load_dir_4(path_four,4)
-load_dir_5(path_five_speckle,5)
+load_dir_5(path_five,5)
-load_dir_6(path_six_speckle,6)
+load_dir_6(path_six,6)
-load_dir_7(path_seven_speckle,7)
+load_dir_7(path_seven,7)
-load_dir_8(path_eight_speckle,8)
+load_dir_8(path_eight,8)
-load_dir_9(path_nine_speckle,9)
+load_dir_9(path_nine,9)
-load_dir_0(path_zero_speckle,0)
+load_dir_0(path_zero,0)

2020/07/14 05:15

投稿

koukiten

スコア6

test CHANGED Viewed

File without changes

test CHANGED Viewed

@@ -494,13 +494,13 @@
 import keras
-x_train,x_test,y_train,y_test,z_train,z_test,t_train,t_test=train_test_split(x,y,z,t,test_size=0.2)
+x_train,x_test,z_train,z_test=train_test_split(x,z,test_size=0.2)
-x_train=x_train.reshape(len(x_train),256,256,1).astype('float32')
+x_train=x_train.reshape(len(x_train),28,28,1).astype('float32')
-x_test=x_test.reshape(len(x_test),256,256,1).astype('float32')
+x_test=x_test.reshape(len(x_test),28,28,1).astype('float32')