All Questions

I use this code to setup my dataset for trainning and predict: train_dataset = train_dataset.batch(train_batch_sz) train_dataset = train_dataset.repeat().prefetch(5) test_dataset_sim = test_dataset ...

I want to use a python generator with a tf Dataset to extract and preprocess sequences from a (rather large) numpy array, but I keep getting this error at random points during the first epoch of ...

Pretty new with data generator and dataset from tensorflow. I struggle with sizing batch, epochs and step... I can't figure the good set up to remove error "Local rendezvous is aborting with ...

I am building/optimizing a CNN for classifcation of cars from this dataset. My baseline model is getting suprisingly high accuracy from a very simple model architecture, I am concerned there is some ...

I am learning how to use Tensorflow with a piece of old code provided at a workshop a couple of years back (i.e. it should've been tested and works). However it didn't work, and my investigations led ...

I am training on a custom dataset (of ~200,000 images) that has been constructed to sample from three different datasets at equal frequencies, the main construction steps are: sample_dict = {"...

I am trying to import this dataset into tensor flow. The images are contained in a folder called 'Images' and are named by their indices. The labels to be used in the machine learning model are the ...

I was building a model and I wanted to test its performance, thus I imported a local file and load it and try to predict its label with the following code: from tensorflow.preprocessing import image # ...

I have a Tensorflow dataset that contains tensors of rank 2. Each tensor was read from a file and has varying first dimension and constant second dimension. For example, the shapes of each item can be ...

I'm trying to train a model previously working fine until recently. The fit function throws the error below: <ipython-input-20-01755a6ded38> in <cell line: 1>() ----> 1 model.fit( ...

I used these instructions to build up a conda env and train tensorflow model: conda create --name tf210 python=3.8 conda activate tf210 conda install -c conda-forge cudatoolkit=11.2 cudnn=8.1.0 pip ...

i am trying to train mobilevit using this bee dataset from tensorflow and i keep getting this error TypeError: Expected any non-tensor type, but got a tensor instead. this is the code i wrote, ...

I'm training a Sequential model in a binary classification problem. My dataset is in HDF format and consists of many files, which are often too large to fit in memory. To handle this, I tried using a ...

I want to code a simple machine learning on JupyterLab but got error as Title I have collect the data as x are lamda, eps, c (the shape of data is 102010 rows × 3 columns) and y is sen (the shape of ...

I am trying to study the code from [a tensorflow tutorial on audio recognition].(https://www.tensorflow.org/tutorials/audio/simple_audio) But it seems the tf.keras.utils.audio_dataset_from_directory() ...