Tag: convolution

242 What are deconvolutional layers? 2015-06-13T09:56:45.397

58 What is the difference between "equivariant to translation" and "invariant to translation" 2017-01-04T08:41:15.700

20 Why convolutions always use odd-numbers as filter_size 2017-09-20T17:53:58.877

15 What is a 1D Convolutional Layer in Deep Learning? 2017-02-28T08:12:08.210

15 What is the difference between upsampling and bi-linear upsampling in a CNN? 2018-09-11T20:49:50.477

13 What is the difference between Dilated Convolution and Deconvolution? 2017-08-18T14:09:42.870

12 Relation between convolution in math and CNN 2017-06-27T14:23:57.873

9 Ways to reconstruct shuffled pixels of a video file? 2017-09-30T15:57:53.597

9 How to train data by batch from disk? 2018-02-01T21:26:28.643

8 In CNN, why do we increase the number of filters in deeper Convolution layers for complex images? 2019-07-12T06:52:03.110

8 Understanding how convolutional layers work 2020-08-18T11:48:51.507

7 Convolutional Neural Networks layer sizes 2018-02-27T05:58:54.620

7 GAN vs DCGAN difference 2018-06-05T12:51:38.303

7 Convolution and Cross Correlation in CNN 2018-10-31T23:01:26.627

7 How can I detect blocks of text from scanned document images 2019-03-14T12:46:50.297

6 Why is this not ordinary convolution? 2017-08-11T12:18:36.087

6 Strange patterns from GAN 2017-09-25T14:23:45.510

6 Combining 2 Neural Networks 2018-10-03T09:01:46.480

6 Unable to understand the meaning of following lines of the research paper for image segmentation 2019-07-25T13:50:50.350

5 How can you decide the window size on a pooling layer? 2017-06-03T22:15:35.817

5 What is the point of tensors in CNNs? Why not simply reshape the data into matrices? 2017-10-02T20:17:27.253

5 Do Convolution Layers in a CNN Treat the Previous Layer Outputs as Channels? 2017-11-11T01:28:55.530

5 How to make a CNN predict a continuous value? 2018-01-23T18:18:31.363

5 How to import image data into python for keras? 2018-02-02T09:12:42.003

5 Spatial Transformer Networks vs Deformable Convolutions 2018-03-23T12:49:56.827

5 1x1 Convolution. How does the math work? 2018-09-22T14:20:13.440

5 Struggling to understand GCNNs (Graph Convolutional Neural Networks) 2019-04-09T00:18:27.020

5 How to use MNIST dataset to make predictions on similar images (colorblindness charts)? 2020-01-13T04:06:30.357

4 Why does a randomly initialised convolution kernel correspond to an edge detector? 2017-04-06T09:47:06.167

4 How do you make an NN for image classification invariant to translation **and** rotation? 2017-07-05T05:39:22.090

4 What is deconvolution operation used in Fully Convolutional Neural Networks? 2017-07-19T07:16:19.960

4 how to calculate quadratic features in computer vision Neural Network 2017-08-14T08:27:40.943

4 what is the loss function in char recognition using Tensorflow? 2017-08-14T19:26:00.837

4 how can I solve label shape problem in tensorflow when using one-hot encoding? 2017-08-21T18:23:46.863

4 Keras Conv1D for simple data target prediction 2018-09-30T07:09:51.243

4 Comparison between addition and multiplication function in deep neural network? 2019-02-16T09:24:19.887

4 How to choose the number of output channels in a convolutional layer? 2019-03-15T07:34:16.290

4 What is fractionally-strided convolution layer? 2019-04-15T03:26:19.947

4 What is the benefit of using Max pooling in convnets as opposed to just using convolution layers? (from Francois Chollet's Deep Learning with Python) 2019-07-23T19:57:03.687

4 Autoencoders for the compression of time series 2019-10-01T13:10:58.550

4 Why are Convolutional Networks not using cross-correlation 2019-12-02T20:49:16.393

3 CNN for classification giving extreme result probabilities 2017-03-13T12:22:43.720

3 One-class classification in Keras using Autoencoders? 2017-08-04T13:33:15.220

3 How to implement a convolutional autoencoder? 2017-11-03T16:56:19.410

3 Example of 1D ConvNet filter 2018-01-04T15:31:49.880

3 Localised filters for CNNs 2018-01-17T11:32:53.587

3 How to properly represent a tic tac toe board to a CNN? 2018-05-17T15:23:30.363

3 Why does Position Embeddings work? 2018-11-08T16:05:00.290

3 What is the purpose of a 1x1 convolutional layer? 2018-11-23T15:01:47.387

3 Tensorflow (or Keras) vs. Pytorch vs. some other ML library for implementing a CNN 2018-12-19T01:38:52.730

3 Adding more emphasis on most recent data in CNNs 2019-01-01T13:18:02.967

3 Training a floor detection model: use full room images or only the cropped floor? 2019-01-12T23:00:32.287

3 Mxnet deepdog (hot dog not hot dog) example - how does the network know it is classifying a hotdog 2019-02-20T22:29:12.567

3 Cardinality vs width in the ResNext architecture 2019-03-18T20:48:01.287

3 How to find the various matrix sizes in designing a CNN 2019-12-25T05:17:18.307

3 Why RANDOM noise images always predicted as BIRD? 2019-12-28T10:32:15.533

3 Need of maxpooling layer in CNN and confusion regarding output size & number of parameters 2020-01-12T03:04:41.553

3 Segmentation Network produces noisy output 2020-02-21T14:27:37.260

3 Convolutional neural network block notation 2020-03-27T23:27:34.190

3 How does " Sparsity of connections" in CNNs causes the network to have less parameters? 2020-07-09T15:31:57.280

3 Does a Convolutional Layer in a Neural Network learn the correlation between its input signals via its kernel? 2021-02-16T10:03:55.500

2 How can I implement deconvolution on CNN (TensorFlow)? 2017-03-20T15:41:40.600

2 Depth of the first pooling layer outcome in tensorflow documentation 2017-06-11T16:51:45.380

2 Should the depth on convolutional layers be set to a figure divisible by 2? 2017-07-06T05:21:25.523

2 What exactly means CNN is position equivariant 2017-07-13T15:00:27.443

2 Generation/Synthesis of Data with CNNs 2017-08-30T08:49:06.410

2 When should I use dilated convolution? 2017-09-28T13:28:24.957

2 What is the difference between 8 filters twice and one 16 filters in convolutional layers at CNN? 2017-11-25T10:44:59.617

2 SGD learning gets stuck when using a max pooling layer (but it works fine with just conv + fc) 2017-11-28T19:32:26.367

2 Deconvolution vs Sub-pixel Convolution 2017-12-15T11:52:52.660

2 What's the best strategy to train a CNN with images that only have labels for positive characteristics? 2018-01-29T03:22:25.480

2 Several fundamental questions about CNN 2018-01-29T09:40:46.870

2 Image classification: Strategies for minimal input count 2018-01-29T19:45:28.290

2 TensorFlow: trainable_variables() is empty 2018-01-31T11:23:54.903

2 Convolution over volume in CNNs 2018-02-18T18:02:39.017

2 What are the state-of-the-art models for identifying objects in photos? 2018-04-18T12:24:40.873

2 How to determine the number of forward and backward passes in deep learning (CNN)? 2018-05-13T13:58:58.903

2 Why don't convolutional computer vision networks use horizontally - symmetric filters? 2018-05-18T14:04:24.277

2 What is meant by 'training patch size'? 2018-07-12T11:49:37.663

2 How does convolution operation perform in CNN? 2018-07-28T07:53:05.760

2 Understanding the filter function in Convolution Neural Networks 2018-08-02T11:03:39.953

2 Matlab: setting static iterations per epoch in a CNN 2018-08-06T14:55:23.700

2 YOLO layers size 2018-11-13T13:44:10.860

2 How does Pooling Layer in CNN introduce invariance to other transformations besides translation 2018-12-01T09:09:27.400

2 Understanding how to use ConvLSTM for multistep ahead forecasting 2018-12-20T10:57:49.083

2 Training a convolutional neural network for image denoising in Matlab 2019-01-28T18:09:24.387

2 Wavenet joint probability 2019-02-18T11:27:35.520

2 How to label and detect the document text images 2019-02-21T10:25:29.033

2 What is the motivation for row-wise convolution and folding in Kalchbrenner et al. (2014)? 2019-02-23T14:56:32.687

2 Anyone have fruit disease dataset? 2019-04-14T07:01:59.450

2 Why do we use a softmax activation function in Convolutional Autoencoders? 2019-06-15T05:37:57.420

2 wavenet structure explanation 2019-06-18T08:38:56.420

2 Sliding window Algorithm and its convolutional implementation 2019-07-07T11:46:48.440

2 Do CNN convolution and pooling layers get backpropogated? 2019-07-30T06:27:24.267

2 Is Max Pooling and Conv used on anything else but images? 2019-08-26T13:30:23.050

2 Different convolutions in CNN 2019-11-15T18:37:28.797

2 How does the "skip" method work for upsampling? (fully convolutional NN) 2019-12-01T13:10:41.017

2 How are the Convolution kernels learned? 2020-01-27T15:16:52.397

2 What's the purpose of padding with Maxpooling? 2020-01-31T14:46:01.413