Category "tensorflow"

tensorflow crashes on Mac M1

I am trying to start using tensorflow on my M1 Mac. However, I only get the following message when I try to import tensorflow Python 3.8.5 (v3.8.5:580fbb018f, J

How to convert rgb mask to categorical in keras

I try to find a proper solution to convert a rgb mask from "cam vid" dataset to categorical mask. I have the list of rgb value and corresponding label. What is

Keras semantic segmentation, infinite epoch using ImageDataGenerators

I am trying to train a model based on the U-Net architecture. I am using two data generators (one for training, the other one for validation). However, whatever

How to attach or get filenames from MapDataset from image_dataset_from_directory() in Keras?

I am training convolutional autoencoder and I have this code for loading data (images): train_ds = tf.keras.preprocessing.image_dataset_from_directory( 'pat

Will y_train change during training in keras?

I am trying to write a custom metric in keras like this: def C_index1(E,T): T = T.reshape(len(T),1) T_ind = T > T.T E_ind = E.reshape(len(E),1) E_ind

How to use tensorflow hub in Azure ML

I am trying to use TensorFlow Hub in Azure ML Studio I am using the kernel Python 3.8 PT and TF And I installed a few modules: !pip install bert-for-tf2 !pip

migrating keras + tensorflow cpu to tensorflow-gpu keras modelling

I'm a beginner of data-science and by now, I'm trying to migrate old code keras cpu modelling to gpu-tensorflow. fyi: I'm following instruction on prof.jeffheat

Keras simpleRNN by hand debugging

I plan to transfer my Keras model to embedded C code. In order to do that, I'm first validating in python whether my calculations are correct. There are some er

Work around Keras TypeError limitation when calling layer "tf.keras.backend.rnn_1"

I am trying to use Keras for an attention mechanism in a machine translation using an LSTM network. However, I get a TypeError exception when in my code. TypeEr

Error while creating a model for binary classification for text classification

code: model = create_model() model.compile(optimize=tf.keras.optimizers.Adam(learning_rate=2e-5), loss=tf.keras.losses.BinaryCrossentropy(),

how to score part of the neural network once and the rest multiple times caching the intermediate layer?

I train a model A and try to use the output of the intermediate layer with the name="layer_x" as an additional input for model B. model A is using input1, and m

Converting h5 to tflite [closed]

I have been trying to get this zero-shot text classification joeddav / xlm-roberta-large-xnli to convert from h5 to tflite file (https://huggi

Input 0 of layer "conv1d_5" is incompatible with the layer: expected min_ndim=3, found ndim=1. Full shape received: (None,) when predicting new values

I have trained a VAE and now I am trying to predict new data using this dataset. I have taken the predict code line from this tutorial. However, when I run the

Object Detection Google Colab: AttributeError: module 'tensorflow' has no attribute 'contrib'

I've been working on codes for Object Detection in Google Colab as in 1 and in 2 but, when using the following code sample: !git clone --quiet https://github.co

TypeError: 'type' object is not subscriptable when importing tensorflow_federated as tff

I'm working in colab notebook, and the importing of tff (import tensorflow_federated as tff) was working for months, but suddenly, now when I try to import tff

Can anyone give me a comprehensive guide to installing tensorflow-federated on M1 Mac?

i followed the instructions given by the official tf documentation, but i just cannot resolve the various problems encountered. Did anyone have the experience i

cannot import name 'LayerNormalization' from 'tensorflow.python.keras.layers.normalization'

I am trying to build a ANN model using Tensorflow library on Spyder. Afte ı set my training and test data, ı imported the keras library as seen below

How to overcome "No module named 'keras'" while importing tensoflow_hub

I am using Anaconda and Jupyter Notebook. I need a tensorflow_hub to import the ResNet model, however, I get the error No module named Keras. I've installed ker

Denoise autoencoder not training properly

I'm trying to make a denoise autoencoder wherein the encoder part is vgg16 and decoder is opposite of vgg16(encoder) network. My dataset consists of 5K images i

How to use trained model in Tensorflow Serving?

I have trained Mask-RCNN model, and want to try Tensorflow Serving to use it in web. So i just run tensorflow/serving docker container. And realised what i have