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Keras OCR example demonstrates a very simple OCR system developed using a stacked CNN and RNN. But … Read more How To Predict The Results For Ocr Using Keras Image_ocr Example?

Brief info about the data-set:- Its a person Re-ID problem(whether 2 images are same or not) and i… Read more Implement Custom Cost Function In Keras Which Requires Output Of Whole Batch-size

I'm trying to detect fraud using autoencoder and Keras. I've written the following code as … Read more Keras - Autoencoder Accuracy Stuck On Zero

I have time series of P processes, each of varying length but all having 5 variables (dimensions). … Read more Training A Multi-variate Multi-series Regression Problem With Stateful Lstms In Keras

I found fit_generator() would run few steps more than it should. I set steps_per_epoch=100. i and k… Read more Bug On Keras Fit_generator, Running Few Steps More Than It Should

Given a numpy array consisting of data which has been generated for ongoing time from a simulation.… Read more Choose Random Validation Data Set

I am working on MNIST dataset, in which X_train = (42000,28,28,1) is the training set. y_train = (4… Read more Keras Fit_generator Gives A Dimension Mismatch Error

I am working on one deep learning model where I am trying to combine two different model's outp… Read more Keras, Tensorflow : Merge Two Different Model Output Into One

I am working on a sequential labeling problem with unbalanced classes and I would like to use sampl… Read more Using Sample_weight In Keras For Sequence Labelling

I saved Keras model in hdf5 format as follows: from keras.callbacks import ModelCheckpoint filepath… Read more Importerror: `load_model` Requires H5py When Loading Hdf5

I'm trying to execute this code: import matplotlib.pyplot as plt import numpy as np from keras.… Read more Python Theano Undefined Symbol: _zdlpvm Error

I'm trying to set seeds and configure keras settings to ensure my experiments are reproducible.… Read more "typeerror: 'session' Object Is Not Callable" Error Running Sess = Tf.compat.v1.session()(graph=tf.compat.v1.get_default_graph(), Config=session_conf)

I am working on speech recognition where I have to use keras Optimizer. from keras.optimizers impor… Read more No Module Named 'keras.legacy'

I have Unet model from Retina Unet, However I have augmented the images as well as the masks. Now?… Read more Keras Valueerror: Output Of Generator Should Be A Tuple (x, Y, Sample_weight) Or (x, Y). Found: None

# import the necessary packages import keras from keras.initializers import glorot_uniform from ker… Read more Valueerror: A Merge Layer Should Be Called On A List Of Inputs. Add()

I created virtual environment and installed both tensorflow and tensorflow-gpu. After that I instal… Read more Importerror: Cannot Import Name 'context' From 'tensorflow.python.eager' (unknown Location)

I am trying to teach myself to build a CNN that takes more than one image as an input. Since the da… Read more Keras Python Multi Image Input Shape Error

With VGG 16 using Keras, I'm trying to run a three class classification problem and here is the… Read more Error When Checking Target: Expected Dense_20 To Have Shape (none, 3) But Got Array With Shape (1200, 1)

Suppose we have a simple Keras model that uses BatchNormalization: model = tf.keras.Sequential([ … Read more How To Use Tensorflow Batchnormalization With Gradienttape?

While I was trying to use the AdaGradDual Optimizer, I got an error for the batch size I had entere… Read more "typeerror: Input 'global_step' Of 'resourceapplyadagradda' Op Has Type Int32 That Does Not Match Expected Type Of Int64." What Is This Bug?