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Showing posts with the label Conv Neural Network

How To Load Images And Text Labels For Cnn Regression From Different Folders

I have two folders, X_train and Y_train. X_train is images, Y_train is vector and .txt files. I try… Read more How To Load Images And Text Labels For Cnn Regression From Different Folders

How Can I Integrate Tensorboard Visualization To Tf.estimator?

I have classical TensorFlow code for recognizing handwritten digits https://github.com/tensorflow/t… Read more How Can I Integrate Tensorboard Visualization To Tf.estimator?

Getting Vector Obtained In The Last Layer Of Cnn Before Softmax Layer

I am trying to implement a system by encoding inputs using CNN. After CNN, I need to get a vector a… Read more Getting Vector Obtained In The Last Layer Of Cnn Before Softmax Layer

Cnn In Pytorch "expected 4-dimensional Input For 4-dimensional Weight [32, 1, 5, 5], But Got 3-dimensional Input Of Size [16, 64, 64] Instead"

I am new to pytorch. I am trying to use chinese mnist dataset to train the neural network that show… Read more Cnn In Pytorch "expected 4-dimensional Input For 4-dimensional Weight [32, 1, 5, 5], But Got 3-dimensional Input Of Size [16, 64, 64] Instead"

Transform An Image Of Handwritten Notes To Text

I have hundreds of images of handwritten notes. They were written from different people but they ar… Read more Transform An Image Of Handwritten Notes To Text

Input Shape For 1d Cnn (keras)

I'm building a CNN using Keras, with the following Conv1D as my first layer: cnn.add(Conv1D( … Read more Input Shape For 1d Cnn (keras)

Cnn-lstm Timeseries Input For Timedistributed Layer

I created a CNN-LSTM for survival prediction of web sessions, my training data looks as follows: pr… Read more Cnn-lstm Timeseries Input For Timedistributed Layer

As_strided: Linking Stepsize (strides Of Conv2d) With As_strided Strides Parameter

I found that for generating (X - x + 1, Y - y + 1) patches of size (x,y) from (X,Y) with stride 1, … Read more As_strided: Linking Stepsize (strides Of Conv2d) With As_strided Strides Parameter

Cnn Train Accuracy Gets Better During Training, But Test Accuracy Stays Around 40%

So in the past few months I've been learning a lot about neural networks with Tensorflow and Ke… Read more Cnn Train Accuracy Gets Better During Training, But Test Accuracy Stays Around 40%

Can Convolutional Neural Networks (cnn) Be Represented By A Mathematical Formula?

Please, let me know if this question should be posted in a differnt stack such as the https://datas… Read more Can Convolutional Neural Networks (cnn) Be Represented By A Mathematical Formula?

What Is Depthwiseconv2d And Separableconv2d? How Is It Different From Normal Conv2d Layer In Keras?

I was looking through the architecture of EfficientnetB0 and noticed DepthwiseConv2D operation. Did… Read more What Is Depthwiseconv2d And Separableconv2d? How Is It Different From Normal Conv2d Layer In Keras?

Multi-classification Nn With Keras Error

I am getting an error when trying to do multi-classification with three classes. Error: TypeError:… Read more Multi-classification Nn With Keras Error

Can Not Squeeze Dim[1], Expected A Dimension Of 1, Got 5

I tried different solutions but still facing the issue. Actually I am new in Ml/DL (python). In whi… Read more Can Not Squeeze Dim[1], Expected A Dimension Of 1, Got 5

Tensorflow Training Cnn On Custom Images

All the tensorflow tutorials do a great job, however, they all use preprocessed downloadable datase… Read more Tensorflow Training Cnn On Custom Images

Is It Possible To Run Caffe Models On The Data-set Which Is Not Stored In Data-source Like LMDB?

I have 2 sets of image patches data i.e. training and testing sets. Both of these have been written… Read more Is It Possible To Run Caffe Models On The Data-set Which Is Not Stored In Data-source Like LMDB?

Get List Of True Positives, False Positives, False Negatives And True Negatives With Tensorflow

Here is my work : I have annotated images of 'Living' cells (circa 8.000) and images of &#… Read more Get List Of True Positives, False Positives, False Negatives And True Negatives With Tensorflow

LSTM-CNN To Classify Sequences Of Images

I got an assignment and stuck with it while going down the rabbit hole of learning PyTorch, LSTM an… Read more LSTM-CNN To Classify Sequences Of Images

CNN Loss With Multiple Outputs?

I have the following model def get_model(): epochs = 100 learning_rate = 0.1 decay_rate = learning_… Read more CNN Loss With Multiple Outputs?