All Questions
Tagged with google-colaboratory keras
499
questions
0
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162
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Error loading kera model ValueError: Could not interpret initializer identifier: {'module': 'keras.initializers', 'class_name': 'Orthogonal'
I've created an ltsm model in Colab and want to use that locally.
In colab:
model.save("my_model.keras")
And then locally my script is:
from keras.models import load_model
model_2 = ...
- 7,580
-1
votes
1
answer
48
views
How can I solve "No file or directory found at ./my_model/model.h5" thrown by tf.keras.models.load_model?
I created a code that tells if a picture of a wave is a raging wave when I enter it into the code. The code is shown below.
pip install tensorflow opencv-python
import os
import cv2
import numpy as ...
0
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0
answers
55
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TensorFlow Federated (TFF) Compatibility with Python 3.10.x and TensorFlow 2.14.0
I am currently working with TensorFlow 2.14.0 and Python 3.10.x and I am looking to integrate TensorFlow Federated (TFF) into my project. However, I am unsure about the compatibility of TFF with this ...
1
vote
2
answers
144
views
Google Colab: error when importing TFBertModel
I have an error in Google Colab when importing TFBertModel, two months before everything worked fine.
from transformers import TFBertModel
I receive:
AttributeError ...
- 55
0
votes
1
answer
49
views
TPU Connectivity Issue Training TF Model Google Colab
I have built a working Tensorflow neural network model on CPUs and GPUs. I am now trying to get the model to train on TPUs due to the large datasets. I have initialised the TPU strategy as usual:
...
-1
votes
1
answer
6k
views
cannot import name 'ops' from 'keras'
I am trying to run this example Colab notebook from Keras.io, but When I run the first cell (imports section) I get ImportError: cannot import name 'ops' from 'keras' (/usr/local/lib/python3.10/dist-...
- 39
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answers
149
views
Google Colab A100 slower than CPU
I tried to implement a neural network using TensorFlow Keras on a classification dataset from Kaggle. I believe I've implemented it correctly. However, I've noticed that it is faster to train (true ...
- 43
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41
views
Google Colab to Kaggle
I tried to run a code in Kaggle Notebook, which I had run earlier in Google Colab without an issue. But in Kaggle I get the following issue. How to fix it? Thank you.
base_model = MobileNetV2(weights='...
- 29
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votes
0
answers
14
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add_10 layer missing within resnet50 model error
My code had a get_layer command with the layer being add_10 which seems to now be gone from resnet50
ValueError Traceback (most recent call last)
<ipython-input-11-...
- 1
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votes
0
answers
114
views
ImportError: cannot import name 'count_params' from 'keras.utils'
I am attempting to run the code below.
from DataGeneratorSimCLR import DataGeneratorSimCLR as DataGenerator
from SimCLR import SimCLR
I am getting the error...
ImportError: cannot import name '...
- 11
0
votes
2
answers
309
views
Import error in Google colab with keras_utils
ImportError Traceback (most recent call last)
<ipython-input-3-2e842b3b11e3> in <cell line: 32>()
30 from keras.preprocessing import image
31 import ...
- 1
0
votes
2
answers
321
views
AttributeError: module 'keras.api._v2.keras'
%matplotlib inline
import matplotlib.pyplot as plt
from scipy.spatial.distance import cdist
!pip install --upgrade numpy
!pip install --upgrade tensorflow==2.14.0
import tensorflow as tf
tf....
- 11
0
votes
0
answers
40
views
How can I make the prediction run automatically?
I am making my first neural network using Keras libraries in Google Colab.
Once the network is trained, I make predictions like this:
# image path
img_path = '/content/drive/MyDrive/manchas-negras-...
- 15
0
votes
0
answers
30
views
Shape problem building a nn model with keras in model.fit() function
So I'm working on this code to build a nn with keras. My dataset is about breast cancer diagnosis and I have already done the preprocessing.
I am building the model, and everthing was fine until I got ...
0
votes
0
answers
79
views
LeNet Model Issues, how could I fix error : " Unimplemented `tf.keras.Model.call()`"
all.
I am currently attempting to recreate the LeNet model (regression) for training. I have been trying to execute the code, but I constantly keeping getting an error that has to do with the ...
