Tag: convnet

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

32 How are 1x1 convolutions the same as a fully connected layer? 2016-07-17T13:23:22.600

27 How to prepare/augment images for neural network? 2015-02-24T11:59:36.033

15 How do subsequent convolution layers work? 2015-12-02T21:53:17.183

9 Recurrent (CNN) model on EEG data 2017-02-23T11:15:41.380

8 Document classification using convolutional neural network 2016-04-11T09:10:18.440

8 Back-propagation through max polling layers 2016-08-21T09:44:54.333

8 Why do convolutional neural networks work? 2016-12-23T12:43:47.203

8 How does a convolutional ply differ from an ordinary convolutional network? 2017-02-17T12:30:03.880

8 Why use convolutional NNs for a visual inspection task over classic CV template matching? 2017-03-03T06:07:26.880

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

8 Convolutional neural network overfitting. Dropout not helping 2017-08-22T23:52:26.863

7 Are there studies which examine dropout vs other regularizations? 2015-12-03T21:30:57.907

7 Convolutional Neural Networks in R 2016-05-25T13:30:36.233

7 Why does "Depth = Semantic representation" in convolutional neural networks? 2016-09-08T23:14:59.327

7 What is the difference between Inception v2 and Inception v3? 2016-11-24T11:10:08.060

7 What is/are the default filters used by Keras Convolution2d()? 2017-01-23T08:07:38.737

7 Do convolutions "flatten images"? 2017-01-30T15:26:23.530

7 Does it make sense to train a CNN as an autoencoder? 2017-03-21T12:53:56.477

6 Convolutional neural network for sparse one-hot representation 2015-05-18T11:50:35.383

6 Stuck on deconvolution in Theano and TensorFlow 2016-02-09T19:43:01.207

6 How does deep learning helps in detecting multiple objects in single image? 2016-04-07T19:15:04.710

6 Is there a known convolutional net architecture to calculate object masks for images? 2016-07-09T22:05:47.747

6 Are there any rules for choosing the size of a mini-batch? 2017-04-17T16:18:22.793

6 CNN for phoneme recognition 2017-04-29T01:58:47.287

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

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

6 back propagation in CNN 2018-02-06T05:38:31.077

5 Neural Network Golf: smallest network for a certain level of performance 2015-04-11T21:35:14.517

5 What is the depth of an image in Convolutional Neural Network? 2016-04-06T18:40:17.237

5 How to predict on part of image after training on other part of image? 2016-05-17T16:49:37.667

5 border_mode for convolutional layers in keras 2016-05-19T07:54:30.420

5 How many images per class are sufficient for training a CNN 2016-08-03T22:03:14.930

5 Highly accurate convnets appear to have random-looking visualized weights? 2016-08-23T20:20:48.710

5 Convolutional Neural Network overfitting 2016-12-05T22:08:51.903

5 How are per-layer-detected-patterns in a trained CNN plotted? 2016-12-10T20:51:52.123

5 Adjusting weights in an convolutional neural network 2016-12-22T17:31:20.917

5 RELU vs Pooling 2017-01-12T07:53:26.733

5 Multi scale CNN Network Python 2017-01-14T16:07:25.703

5 Optimizing CNN network 2017-03-16T02:52:28.617

5 Binary classification of similar images with small region of interest 2017-03-16T16:02:18.020

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

4 Tensorflow oscillating Test and Train Accuracy? 2016-03-31T14:30:49.210

4 Did anybody ever use mean pooling and publish it? 2016-11-13T16:30:07.010

4 Steps for back propagation of convolutional layer in CNN 2016-11-24T17:29:10.990

4 Sigmoid vs Relu function in Convnets 2016-12-02T18:33:45.830

4 What is the memory cost of a CNN? 2017-01-13T07:57:43.317

4 Estimating Titan X graphics card impact on performance 2017-02-23T11:22:11.837

4 Training a CNN with limited weight sharing 2017-03-01T16:30:20.760

4 CNN memory consumption 2017-03-01T21:09:48.080

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

4 Number and size of dense layers in a CNN 2017-09-01T08:05:04.107

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

4 Why is the learning rate for the bias usually twice as large as the the LR for the weights? 2017-10-04T19:19:06.740

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

4 Feature selection by overfitting a small sample size 2017-11-14T07:28:17.127

4 How does inception decrease the computational cost? 2017-12-03T19:05:43.657

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

3 Can the size of a pooling layer be learned? 2015-11-16T08:15:55.440

3 Is Maxout the same as max pooling? 2015-12-04T15:45:40.557

3 How does strided deconvolution works? 2015-12-05T10:24:32.533

3 how to propagate error from convolutional layer to previous layer´╝č 2016-07-21T11:34:30.967

3 Max-pooling vs. zero padding: Loosing spatial information 2016-08-25T20:39:31.660

3 Why do CNNs with ReLU learn that well? 2016-11-12T20:44:18.730

3 Convolutional Neural Network not learning EEG data 2016-11-13T22:55:30.010

3 How is the evaluation setup for YouTube faces of FaceNet? 2016-11-18T13:30:56.937

3 How do CNNs use a model and find the object(s) desired? 2016-11-20T00:03:37.957

3 Convolutional autoencoders not learning 2016-11-23T10:22:55.987

3 What are natural (computed) pre-images useful for? 2017-01-08T18:15:42.087

3 Convolutional neural network fast fourier transform 2017-03-01T21:16:32.973

3 Problem designing CNN network 2017-03-08T01:23:09.807

3 Correct number of biases in CNN 2017-03-17T14:06:04.600

3 Convnets : do we have separate activation maps for images in a batch 2017-08-11T10:06:27.863

3 How to Precondition A Fully Convolutional Neural Network 2017-09-14T18:31:17.630

3 CNN Multi-class vs Binary Class Image Classification 2017-11-07T10:33:19.003

3 Convolution Neural Network Loss and performance 2017-11-09T21:39:15.143

3 What to do when facial recognition fails to find a face? 2017-11-24T19:03:06.123

3 Gradient flow through concatenation operation 2017-12-12T18:18:22.963

3 Layer notation for convolutional neural networks 2018-01-30T16:03:30.863

3 Is there a person class in ImageNet? Are there any classes related to humans? 2018-02-11T08:21:22.517

3 Using a pre trained CNN classifier and apply it on a different image dataset 2018-02-27T23:10:24.410

3 Watermark detection in Python 2018-03-01T17:21:15.977

2 Discrepancy in probability calculations in paper 'Multi-digit Number Recognition...' 2016-02-09T16:54:06.513

2 Applying ConvNets to classify motion/video data 2016-05-18T23:18:15.860

2 Trying to figure out how to set weights for convolutional networks 2016-05-20T16:53:38.323

2 Question about bias in Convolutional Networks 2016-05-20T17:29:10.243

2 Is there any public implementation / publication with Hintons capsules idea? 2016-10-14T11:00:46.320

2 Test accuracy of neural net is going up and down 2016-12-31T02:22:25.740

2 Why do the deconv outputs of layer >= 2 of Zeiler&Fergus look so unrealistic? 2017-01-08T14:36:34.430

2 Layers' function in a convolutional neural networks 2017-02-17T13:14:50.697

2 ConvNet for Archery App 2017-02-22T02:54:39.870

2 Would a convolution network make sense for policy based tic-tac-toe approach? 2017-02-26T05:30:22.173

2 Why is CNN a thing? 2017-03-05T14:55:26.210

2 What is preferred upsampling vs. zero padding? 2017-03-16T22:37:36.680

2 Self adjusting CNN network 2017-04-10T20:00:07.573

2 What does it mean if performance of two different iterations of the same network (CNN model) varies a lot? 2017-05-23T07:41:52.600

2 Finding parameters of image filter using classified pairs 2017-05-25T11:47:36.777

2 Train object detection without annotated data/bounding boxes 2017-05-31T18:51:16.227

2 Convnet training error does not decrease 2017-06-11T18:31:58.770