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Showing posts with the label Keras

Having Trouble With Cnn Prediction

I am using Convolutional Neural Networking for vehicle identification, my first time. Currently, I … Read more Having Trouble With Cnn Prediction

Python/keras - How To Access Each Epoch Prediction?

I'm using Keras to predict a time series. As standard I'm using 20 epochs. I want to check … Read more Python/keras - How To Access Each Epoch Prediction?

Keras Batchnormalization Only Works For Constant Batch Dim When Axis=0?

The following code shows one way that works and the other that fails. The BatchNorm on axis=0 shoul… Read more Keras Batchnormalization Only Works For Constant Batch Dim When Axis=0?

Custom Loss Function Implementation Issue In Keras

I am implementing a custom loss function in keras. The output of the model is 10 dimensional softma… Read more Custom Loss Function Implementation Issue In Keras

Dimensions Not Matching In Keras Lstm Model

I want to use an LSTM neural Network with keras to forecast groups of time series and I am having t… Read more Dimensions Not Matching In Keras Lstm Model

Is This Correctly Work On Predict Next Value In Keras?

here is my code ... look_back = 20 train_size = int(len(data) * 0.80) test_size = len(data) - train… Read more Is This Correctly Work On Predict Next Value In Keras?

Tensorflow (keras Api) `model.fit` Method Returns "failed To Convert Object Of Type To Tensor" Error

I am using gaussian noise per the tf.random.normal method (or K.random_normal via the keras API). I… Read more Tensorflow (keras Api) `model.fit` Method Returns "failed To Convert Object Of Type To Tensor" Error

Training Multiple Input And Output Keras Model (valueerror: Failed To Convert A Numpy Array To A Tensor (unsupported Object Type List))

I have six different Sequnstial Keras models and I desire to concatenate them like the following: M… Read more Training Multiple Input And Output Keras Model (valueerror: Failed To Convert A Numpy Array To A Tensor (unsupported Object Type List))