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Showing posts with the label Conv Neural Network

How Do I Get Probability/confidence As Output For A Cnn Using Keras In Python?

So, I'm new to deep learning and I've started with cats and dogs dataset for a CNN Model us… Read more How Do I Get Probability/confidence As Output For A Cnn Using Keras In Python?

Cnns On Keras Converge To The Same Value No Matter The Input

I've been learning Keras recently and I tried my hand at the CIFAR10 dataset with CNNs. However… Read more Cnns On Keras Converge To The Same Value No Matter The Input

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

Copying Weights From One Conv2d Layer To Another

Context I have trained a model on MNIST using Keras. My goal is to print images after the first lay… Read more Copying Weights From One Conv2d Layer To Another

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?

Incompatible Shapes On Tensorflow

I am new in CNN,I am trying to make a CNN to classify image data set of handwritten English alphabe… Read more Incompatible Shapes On Tensorflow

Using Conv1d “error When Checking Input: Expected Conv1d_input To Have 3 Dimensions, But Got Array With Shape (213412, 36)”

My input is simply a csv file with 237124 rows and 37 columns : The first 36 columns as features … Read more Using Conv1d “error When Checking Input: Expected Conv1d_input To Have 3 Dimensions, But Got Array With Shape (213412, 36)”

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

How Can I Load A Directory Of Png In Tensorflow?

i have a directory of png files . there is a train folder and test folder . In the train folder i h… Read more How Can I Load A Directory Of Png In Tensorflow?

Multiple Images Input To The Same Cnn Using Conv3d In Keras

I want to enter 8 images at the same time to the same CNN structure using conv3d. my CNN model is a… Read more Multiple Images Input To The Same Cnn Using Conv3d In Keras

Input 0 Of Layer Max_pooling2d Is Incompatible With The Layer: Expected Ndim=4, Found Ndim=5. Full Shape Received: [none, 4, 10, 8, 32]

When I try to define my model, I get the following error message: Input 0 of layer max_pooling2d is… Read more Input 0 Of Layer Max_pooling2d Is Incompatible With The Layer: Expected Ndim=4, Found Ndim=5. Full Shape Received: [none, 4, 10, 8, 32]

Modify Layer Parameters In Keras

I am interested in updating existing layer parameters in Keras (not removing a layer and inserting … Read more Modify Layer Parameters In Keras

Convolutional Layer In Python Using Numpy

I am trying to implement a convolutional layer in Python using Numpy. The input is a 4-dimensional … Read more Convolutional Layer In Python Using Numpy

Typeerror: Fit_generator() Got An Unexpected Keyword Argument 'nb_val_samples'

I am trying to make a handwriting classifier by referencing the article: https://github.com/priya-d… Read more Typeerror: Fit_generator() Got An Unexpected Keyword Argument 'nb_val_samples'

Modify Some Values In The Weight File (.h5) Of Vgg-16

I have the weight and bias values for each layer of the VGG model saved as a .h5 file. I got the fi… Read more Modify Some Values In The Weight File (.h5) Of Vgg-16

How To Load And Evaluate A Cnn Using A Test Set In Tensorflow?

I'm trying to train a CNN on a set of images. There are 2 folders: training_set and test_set, e… Read more How To Load And Evaluate A Cnn Using A Test Set In Tensorflow?

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

Layer Names For Pretrained Inception V3 Model (tensorflow)

The task is to get per-layer output of a pretrained cnn inceptionv3 model. For example I feed an im… Read more Layer Names For Pretrained Inception V3 Model (tensorflow)

What All These Parameters Means In Yolov4 Model

What do all of these parameters from training YOLOv4 mean? (next mAP calculation at 1300 iterations… Read more What All These Parameters Means In Yolov4 Model

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"