From tensorflow.keras.models import load_model ModuleNotFoundError: No module named 'tensorflow.keras'

Keras
, ,
1

import tensorflow as tf
from tensorflow.keras.models import load_model

import cv2 # Install opencv-python
import numpy as np

Disable scientific notation for clarity

np.set_printoptions(suppress=True)

Load the model

model = load_model(“keras_Model.h5”, compile=False)

Load the labels

class_names = open(“labels.txt”, “r”).readlines()

CAMERA can be 0 or 1 based on default camera of your computer

camera = cv2.VideoCapture(0)

while True:
# Grab the webcamera’s image.
ret, image = camera.read()

# Resize the raw image into (224-height,224-width) pixels
image = cv2.resize(image, (224, 224), interpolation=cv2.INTER_AREA)

# Show the image in a window
cv2.imshow("Webcam Image", image)

# Make the image a numpy array and reshape it to the models input shape.
image = np.asarray(image, dtype=np.float32).reshape(1, 224, 224, 3)

# Normalize the image array
image = (image / 127.5) - 1

# Predicts the model
prediction = model.predict(image)
index = np.argmax(prediction)
class_name = class_names[index]
confidence_score = prediction[0][index]

# Print prediction and confidence score
print("Class:", class_name[2:], end="")
print("Confidence Score:", str(np.round(confidence_score * 100))[:-2], "%")

# Listen to the keyboard for presses.
keyboard_input = cv2.waitKey(1)

# 27 is the ASCII for the esc key on your keyboard.
if keyboard_input == 27:
    break

camera.release()
cv2.destroyAllWindows()

This is my code I’m getting the error
from tensorflow.keras.models import load_model ModuleNotFoundError: No module named ‘tensorflow.keras’

can anyone help Thank you

3

The root cause of the error ModuleNotFoundError: No module named 'tensorflow.keras' is likely due to one of the following issues:

  1. TensorFlow Not Installed: TensorFlow might not be installed in your Python environment.
  2. Environment Issue: You might be running your script in a different Python environment where TensorFlow is not installed.
  3. Outdated TensorFlow Version: You might be using an older version of TensorFlow that does not include the tensorflow.keras submodule.
  4. Corrupted TensorFlow Installation: Your TensorFlow installation could be corrupted or incomplete.

To resolve this, ensure TensorFlow is installed and up-to-date in your active Python environment.

5

Hi @Sahil_006, Could you please try to import keras directly instead of importing keras from tensorflow, and from keras.model you can load load_model method

import keras
from keras.models import load_model

Thank You.

1 Like
7

I have the same issue with keras and tensorflow.

I have MacPro M1.
I had to delete and reinstall tensorflow. Here is what I did:

conda install -y -c apple tensorflow-deps
python -m pip install tensorflow-macos
python -m pip install tensorflow-metal

After the installation:
(base) tolynovik@ ~ % pip list | grep tensorflow
tensorflow 2.16.1
tensorflow-datasets 4.8.3+nightly
tensorflow-estimator 2.12.0
tensorflow-hub 0.8.0
tensorflow-io-gcs-filesystem 0.36.0
tensorflow-macos 2.16.1
tensorflow-metadata 0.14.0
tensorflow-metal 1.1.0
tensorflow-probability 0.14.0

(base) tolynovik@ ~ % pip list | grep keras
keras 3.1.1

But when I run the code I get these errors:

ModuleNotFoundError Traceback (most recent call last)
Cell In[18], line 4
2 import pandas as pd
3 import tensorflow as tf
----> 4 import tensorflow.keras as keras
5 from tensorflow.keras.models import Sequential, Model
6 from matplotlib import pyplot as plt

ModuleNotFoundError: No module named ‘tensorflow.keras’

ModuleNotFoundError Traceback (most recent call last)
Cell In[20], line 4
2 import pandas as pd
3 import tensorflow as tf
----> 4 import keras
6 from matplotlib import pyplot as plt

File ~/anaconda3/lib/python3.10/site-packages/keras/engine/functional.py:24
21 import itertools
22 import warnings
—> 24 import tensorflow.compat.v2 as tf
26 from keras import backend
27 from keras.dtensor import layout_map as layout_map_lib

ModuleNotFoundError: No module named ‘tensorflow.compat’

It is very frustrating!

I do not want to reinstall everything again (conda, python, etc.)
Please, help

9

i have the same issue, i have installed tensorflow 2.16.0 but when i import from keras.models import load_model i gets an error

1 Like
11

I have the same issue, tensorflow v2.16.1, keras version: 3.3.3 installed fine into the environment but it’s missing the keras.models…
I’m on Arch Linux

Imgur

1 Like
13

I have the same issue

16

Hey Champs… calm down frustration does not work at all… always remember all modules and packages keeps moving as per python version so try to find out in your virtual env where does your module move …

for your error keras load_model is lying in

$ from keras.src.saving.saving_api import load_model

version 3.3.3
Modified by moderator

1 Like