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

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

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

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

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

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

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

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

15 Can the number of epochs influence overfitting? 2018-02-07T13:34:05.250

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

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

14 Back-propagation through max pooling layers 2016-08-21T09:44:54.333

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

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

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

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

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

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

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

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

11 How to calculate the output shape of conv2d_transpose? 2018-01-09T19:14:18.727

11 Optimizer for Convolutional neural network 2018-09-16T11:29:15.780

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

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

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

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

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

9 How to get predicted class labels in convolution neural network? 2018-01-28T17:20:14.870

9 keras' ModelCheckpoint not working 2018-09-16T18:41:53.303

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

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

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

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

8 How are weights represented in a convolution neural network? 2017-04-13T20:56:51.787

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

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

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

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

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

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

7 What is the meaning of hand crafted features in computer vision problems? 2017-09-02T00:18:25.147

7 Faster-RCNN how anchor work with slider in RPN layer? 2018-01-31T07:12:32.497

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

7 Data augmentation when using flow_from_directory in CNN 2018-09-06T14:12:12.580

7 Neural Network Architecture for Identifying Image Copies 2018-09-15T14:12:03.360

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

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

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

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

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

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

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

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

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

6 Should there be a flat layer in between the conv layers and dense layer in YOLO? 2018-01-28T08:36:24.230

6 In a convolutional neural network (CNN), when convolving the image, is the operation used the dot product or the sum of element-wise multiplication? 2018-03-19T00:54:18.157

6 What is the input size of Alex net 2018-03-19T05:44:33.477

6 How to improve loss and avoid overfitting 2018-04-09T19:20:57.697

6 Why choose TensorFlow? 2018-04-28T08:58:22.020

6 It is helpful to normalize target variables for a regression neural network? 2018-07-17T15:22:54.987

6 CNN or Viola-Jones for facial detection 2018-09-16T09:20:39.803

6 How to combine GridSearchCV with Early Stopping? 2019-11-15T17:53:52.670

6 Disparity between training and testing errors with deep learning: the bias-variance tradeoff and model selection 2020-05-28T15:43:13.073

6 Convolution backpropagation 2020-09-04T13:34:07.183

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

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

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

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

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

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

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

5 Are CNNs best approaches to find and count objects in images? 2017-04-13T10:03:18.860

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

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

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

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

5 How to fix these vanishing gradients? 2018-03-08T22:53:59.387

5 Data augmentation parameters 2018-09-18T05:24:30.027

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

5 Unbalanced training data for different classes 2018-09-26T04:18:29.287

5 Overfitting in Siamese Network 2018-09-28T05:13:56.713

5 How to make two parallel convolutional neural networks in Keras? 2018-10-09T06:31:14.400

5 What type of neural network should I use to detect meteors in images? 2018-12-19T12:37:22.167

5 Training value neural network AlphaGo style 2018-12-26T09:19:26.853

5 How can I know if my conv1D model is overfitted or underfitted from loss curve? 2019-06-22T07:49:47.157

5 Triplet loss function for face recognition? 2019-07-11T20:29:40.383

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

4 how to propagate error from convolutional layer to previous layer？ 2016-07-21T11:34:30.967

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

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

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

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

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

4 What is the shape of conv3d and conv3d_transpose? 2018-01-07T15:47:08.357