iterative_process = tff.learning.algorithms.build_unweighted_fed_prox( model_fn, proximal_strength= 0.5, client_optimizer_fn=lambda: tf.keras.optim
I want to train a model with self-generated matrices (word vectors). My data have the following datatypes: print(type(X)) print(type(X[0])) print(type(X[0][0]))
I am a beginner learning deep learning by Keras. The ImageDataGenerator class in Keras and the flow_from_directory function made it easy to label images. But al
I am working on a problem where I need to apply some transformation to my dataset using the map function that tf.data.Dataset provides. The idea is to apply thi
I'm trying to improve my val accuracy as it is very low. I have tried changing the batch_size, the number of images being used for validation and training. Adde
I am trying to test a simple Flask-TensorFlow Image Classifier app from docker container. The Docker containers were successfully deployed in an Ubuntu 22.10 EC
I am trying to install AlphaFold in a python virtual env. While trying to install dependencies, I get this error: ERROR: Could not find a version that satis
I am facing problem in instaling tensorflow, please help me. Here is the error that I get: ^3.1 npm ERR! code 1 npm ERR! path C:\Users\dell\node_modules\@tensor
I am facing problem in instaling tensorflow, please help me. Here is the error that I get: ^3.1 npm ERR! code 1 npm ERR! path C:\Users\dell\node_modules\@tensor
How to construct an equivalent multivariate normal distribution in tensorflow-probability, using TransformedDistribution and tfb.ScaleMatvecLinearOperator? I'm
I am getting the following error message when trying to run this AlexNET python code. Traceback (most recent call last): File "C:\Users\PycharmProjects\Local-
I trained my model with frozen backbone like: model.get_layer('efficientnet-b0').trainable = False Now, I unfreeze backbone, compile model, start training and
I am looking for a solution for a problem that has arisen when building a generic ANN for image classification in R. What I want to do is either: Design and com
I am working on image compression problem, i want to convert the images from 3 channel to 1 channle , i used tf.image.rgb_to_grayscale(img_data_array, name=None
I am new to TF, so what is the general process of finding the angle of a 2D image? What I want to do is find the angle of rotation a particular object real-time
I have a dataset of images on Dropbox it is in uncompressed folders, and I want to train a a model using google colab. How can I tell Colab where the dataset is
I got below error message when I run model_main_tf2.py on Object Detection API: Traceback (most recent call last): File "/content/models/research/object_detec
I am working on image classification using CNN. I am using below source code for that task. I am stuck with this error : AttributeError: 'NoneType' object has
I am using a Premade code that works on colab.research.google.com but when I downloaded it locally and used Jupyter I got this error RuntimeError: class '__torc
I have a CNN model, which is basically processing images and classifying them at the end. There are four class labels, which are UN, D1, D2 and D3. If you look