IMAGEPATH = "images"
dirs = os.listdir(IMAGEPATH)
X=[]
Y=[]
print(dirs);
w=400 # 224
h=300 # 224
i=0
for name in dirs:
    file_paths = glob.glob(path.join(IMAGEPATH,name))
    file_name = os.listdir(file_paths[0])
    for path3 in file_name :
        print(path.join(file_paths[0], path3))
        img = cv2.imread(path3)
        img = cv2.imread(path.join(file_paths[0], path3))
        if img is not None:
            img = cv2.resize(img, (w,h), interpolation=cv2.INTER_AREA)
            im_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
            X.append(im_rgb)
            Y.append(i)
    i=i+1
print(path3)
X = np.asarray(X)
Y = np.asarray(Y)
print(X)
print(Y)

X = X.astype('float32')
X=X/255
X=X.reshape(X.shape[0],w,h,3);

category=len(dirs)
dim=X.shape[1]
x_train , x_test , y_train , y_test = train_test_split(X,Y,test_size=0.01)
print(x_train.shape)
print(y_train.shape)

y_train2 = tf.keras.utils.to_categorical(y_train, category)
y_test2 = tf.keras.utils.to_categorical(y_test, category)

print(x_train.shape)
datagen = tf.keras.preprocessing.image.ImageDataGenerator(
                            rotation_range=25 ,
                            width_shift_range=[-3,3],
                            height_shift_range=[-3,3] ,
                            zoom_range=0.3 ,
							data_format='channels_last')

model = tf.keras.models.Sequential()

model.add(tf.keras.layers.Conv2D(filters=32, kernel_size=(3, 3),
                 padding="same",
                 activation='relu',
                 input_shape=(w,h,3)))
model.add(tf.keras.layers.Flatten())
model.add(tf.keras.layers.Dense(50, activation='relu'))
model.add(tf.keras.layers.Dense(units=category,
    activation=tf.nn.softmax ))


learning_rate = 0.001
opt1 = tf.keras.optimizers.Adam(lr=learning_rate)
model.compile(
    optimizer=opt1,
    loss=tf.keras.losses.categorical_crossentropy,
    metrics=['accuracy'])

可以詢問一下
我共有八種類型圖像分類
各1-36張
2-23張
3-8張
4-1張
5-24張
6-9張
7-9張
8-7張
共117張
為什麼X與Y出來只有115張呢
另外
ValueError: Shapes (3840000, 50) and (32768, 50) are incompatible
這是指我哪兩個不相容呢?

麻煩大神幫幫新手小弟
感謝感謝