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Showing posts with the label Deep Learning

Can't Replicate A Matconvnet Cnn Architecture In Keras

I have the following architecture of a Convolutional Neural Network in matconvnet which I use to tr… Read more Can't Replicate A Matconvnet Cnn Architecture In Keras

Tensorflow: Getting All States From A Rnn

How do you get all the hidden states from tf.nn.rnn() or tf.nn.dynamic_rnn() in TensorFlow? The API… Read more Tensorflow: Getting All States From A Rnn

Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

I am trying to create a simple CNN to classify images in MNIST dataset. The model achieved an accep… Read more Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

In Tensorflow, How To Use Tf.gather() For The Last Dimension?

I am trying to gather slices of a tensor in terms of the last dimension for partial connection betw… Read more In Tensorflow, How To Use Tf.gather() For The Last Dimension?

Used Pretraing Model In Tensorflow .ckpt File

I have a ckpt file . I just want to get the weights of the cnn that I have trained from a ckpt che… Read more Used Pretraing Model In Tensorflow .ckpt File

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

How To Pass The Input Tensor Of A Model To A Loss Function?

My goal is to create a custom loss function that calculates the loss based on y_true, y_pred and th… Read more How To Pass The Input Tensor Of A Model To A Loss Function?

How Should I Use Blobs In A Caffe Python Layer, And When Does Their Training Take Place?

I am creating a network using Caffe, for which I need to define my own layer. I would like to use t… Read more How Should I Use Blobs In A Caffe Python Layer, And When Does Their Training Take Place?