Moving a Tensorflow tensor from C to python
Issue Im currently working with a tensor on using the tensorflow c api. However i have created it and done…
Category: Tensorflow
Tensorflow/Keras/BERT MultiClass Text Classification Accuracy
Issue I’m attempting to fine-tune the HuggingFace TFBertModel to be able to classify some text to a single label. I…
Tensorflow/Keras/BERT MultiClass Text Classification Accuracy
Issue I’m attempting to fine-tune the HuggingFace TFBertModel to be able to classify some text to a single label. I…
Why VC++ is required for tensorflow while not for numpy?
Issue This may sound like dumb but after working in python for so many years, I want to understand why…
How to design a model for contour recognition? In particular, how to shape the output layer?
Issue I want to design and train a neural network for the automatic recognition of the edges, in some microscopic…
Tensorflow 2: No Longer Able to Track Attributes of a Subclassed Model After Loaded
Issue Here is my implementation of a Subclassed Model in Tensorflow 2.5: from tensorflow.keras import Model, Input from tensorflow.keras.applications import…
Custom loss function with regularization cost added in TensorFlow
Issue I wrote a custom loss function that add the regularization loss to the total loss, I added L2 regularizer…
Evaluating my model with confusion matrix
Issue I’m trying to replicate Lenet-5 neural network and I want to show the confusion matrix of my results to…
Keras logits and labels must have the same first dimension, got logits shape [10240,151] and labels shape [1], sparse_categorical_crossentropy
Issue I’m trying to create a Unet for semantic segmentation.. I’ve been following this repo that has the code from…
How to load EMNIST data to Tensorflow
Issue In all the tutorials i’ve seen for tensorflow, they’ve used the MNIST dataset, i’ve understood the modelling but how…