AttributeError: module 'tensorflow.python.keras.backend' has no attribute 'get_graph'

Question

I have been working on keras yolov3 model for object detection. This error keeps showing up. Here is the error:

AttributeError: module 'tensorflow.python.keras.backend' has no attribute 'get_graph'

I don't know what to do. I have tried replacing "import keras.module.module" to "tensorflow.keras.module.module". But still it doesn't work.

The full output code:

runfile('G:/Traffic Violation Detection/object_detection.py', wdir='G:/Traffic Violation Detection')
Using TensorFlow backend.
Traceback (most recent call last):

  File "<ipython-input-3-0715decb6662>", line 1, in <module>
    runfile('G:/Traffic Violation Detection/object_detection.py', wdir='G:/Traffic Violation Detection')

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\spyder\utils\site\sitecustomize.py", line 710, in runfile
    execfile(filename, namespace)

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\spyder\utils\site\sitecustomize.py", line 101, in execfile
    exec(compile(f.read(), filename, 'exec'), namespace)

  File "G:/Traffic Violation Detection/object_detection.py", line 6, in <module>
    from keras.layers.merge import add, concatenate

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\__init__.py", line 3, in <module>
    from . import utils

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\utils\__init__.py", line 6, in <module>
    from . import conv_utils

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\utils\conv_utils.py", line 9, in <module>
    from .. import backend as K

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\backend\__init__.py", line 1, in <module>
    from .load_backend import epsilon

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\backend\load_backend.py", line 90, in <module>
    from .tensorflow_backend import *

  File "C:\Users\HP-NPC\Anaconda3\envs\virtual_platform\lib\site-packages\keras\backend\tensorflow_backend.py", line 54, in <module>
    get_graph = tf_keras_backend.get_graph

AttributeError: module 'tensorflow.python.keras.backend' has no attribute 'get_graph'

My imports:

import numpy as np
from tensorflow.keras.layers import Conv2D, Input, BatchNormalization, LeakyReLU, ZeroPadding2D, UpSampling2D
from keras.layers.merge import add, concatenate
from tensorflow.keras.models import Model
import struct
import cv2
import imageio

For full code please visit: https://colab.research.google.com/drive/1oVR7swBqjfqxR50C3xt89w1vGEAaTFcK#scrollTo=rpSn_HsUHbGF

Solution 1

The project "YOLOv3 model for object detection" has some issues with versions. I had the same issue and I used tensorflow 1.14.0 and keras 2.2.0.

Just overwrite the specific versions. Write in the command line.

pip install tensorflow==1.14.0
pip install keras==2.2.0

Solution 2

I installed tensorflow v1.14.0 using pip install tensorflow==1.14.0 and keras v2.2.0 using pip install keras==2.2.0 and it should definitely work.

Comments

[Abu Noman Md Sakib]

I have added the link to my codes. @AccLok

[Pramesh Bajracharya]

I am loathing TensorFlow for this. Nothing works with a single version. Even with minor version change, big things break.

[Abu Noman Md Sakib]

Totally agreed. Tensorflow is widely used. It should have been compatible in terms of version change. @PrameshBajracharya