TensorFlow undefined options value
Issue When I tried to use model.fit in Tensorflow and add options it keeps showing me this error for batchSize…
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Custom kernel initialization in Keras
Issue I have the following code for implementing a standard classification problem in Keras: import numpy as np import keras…
how to calculate the average of elements above a certain threshold in tensorflow
Issue I want to calculate the mean of the elements that are greater than a fixed threshold (here 0.8). Task…
How to know which prediction belongs to which id in classification with neural networks?
Issue I have attributes, label column and id column in my dataset. Label column consists of 1 and 0. I’m…
How can I predict single image in Keras CNN model?
Issue I am following this guide to learn image classification with CNN and I implemented this code into my data…
Access .log files acc\loss after training model (using .fit_generator) with multiple pauses
Issue I’m using Amazon’s SageMaker Studio Lab to train a model using a certain dataset. The code is as follow…
model.predict throws ValueError: expected shape=(None, 64, 64, 3), found shape=(None, 64, 3)
Issue I modeled the following convolutional neural network (CNN) using tensorflow within a google colab notebook: import tensorflow as tf…
Why does pip upgrade to different versions depending on python version?
Issue On mac, I pulled 4 images 2.9.0, 2.6.1, 2.4.0, 2.3.1 using docker run tensorflow/tensorflow:2.9.0-gpu python3 -m pip install -U…
Switch between the heads of a model during inference
Issue I have 200 neural networks which I trained using transfer learning on text. They all share the same weights…
Reduce dimensionality in keras.Model
Issue I have this class that inherits from tf.keras.Model: import tensorflow as tf from tensorflow.keras.layers import Dense class Actor(tf.keras.Model): def…