ImportError：无法从“keras.preprocessing.image”导入名称“img_to_array”

Question

Im new here. I have problem with this code,

#Library
import numpy as np
import pickle
import cv2
from os import listdir
from sklearn.preprocessing import LabelBinarizer
from keras.models import Sequential
from keras.layers import BatchNormalization
from keras.layers.convolutional import Conv2D
from keras.layers.convolutional import MaxPooling2D
from keras.layers.core import Activation, Flatten, Dropout, Dense
from keras import backend as K
from keras.preprocessing.image import ImageDataGenerator
from keras.optimizers import Adam
from keras.preprocessing import image
#from tensorflow.keras.preprocessing.image import img_to_array
from keras.preprocessing.image import img_to_array
from sklearn.preprocessing import MultiLabelBinarizer
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt

I got an error

this code is from github link

Im using

1. python 3.7.13
2. tensorflow 2.9
3. opencv 4.5.5
4. keras 2.9.0

Answer 1

In Keras Documentation V2.9.0 ,

In tf version 2.9.0 the img_to_array moved to utlis

Insted of,

from keras.preprocessing.image import img_to_array

Try this,

from tensorflow.keras.utils import img_to_array

Answer 2

现在是 2022.07.20 我的方法是：试试 from keras.utils.image_utils import img_to_array 就可以了！

Answer 3

Insted of,

from keras.preprocessing.image import img_to_array

Try:-

from keras_preprocessing.image import img_to_array

note: underscore (_) instead of dot (.)