Tag: cnn

50 How to set batch_size, steps_per epoch and validation steps 2018-03-30T06:53:30.373

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

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

20 How to add non-image features along side images as the input of CNNs 2018-05-08T12:13:16.647

16 Updating the weights of the filters in a CNN 2017-12-17T21:51:57.997

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

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

12 Unsupervised image segmentation 2018-04-23T15:29:29.560

12 What are the differences between Convolutional1D, Convolutional2D, and Convolutional3D? 2019-05-06T06:59:50.587

11 Effect of NOT changing filter weights of CNN during backprop 2018-08-04T19:58:15.537

11 Finding outliers in Image dataset 2019-05-23T04:17:46.327

10 What are "VGG54" and "VGG22" derived from the VGG19 CNN? 2017-12-31T14:46:10.767

10 CNN - How does backpropagation with weight-sharing work exactly? 2018-01-17T15:45:06.247

10 What is difference between Fully Connected layer and Bilinear layer in CNN? 2018-05-14T12:51:10.300

10 How to use a dataset with only one category of data 2020-09-07T01:31:09.360

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

9 Validation showing huge fluctuations. What could be the cause? 2018-05-02T11:25:11.463

9 How to arrange the dataset/images for CNN+LSTM 2019-05-13T02:44:35.853

9 How to detect cardboard boxes using Neural Network 2019-05-28T11:47:58.003

9 Why do RNNs usually have fewer hidden layers than CNNs? 2019-06-09T02:18:04.053

9 How prevalent is `C/C++` in machine learning development? 2019-10-17T15:50:06.657

8 How to prepare the varied size input in CNN prediction 2018-10-30T16:27:16.133

8 Batch normalization vs batch size 2018-11-29T19:52:35.047

8 CNN - imbalanced classes, class weights vs data augmentation 2019-03-16T15:50:39.950

8 Using Cross Validation technique for a CNN model 2019-03-22T15:40:52.257

8 What's the difference between Attention vs Self-Attention? What problems does each other solve that the other can't? 2019-04-17T10:39:34.037

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 Why must a CNN have a fixed input size? 2019-11-30T12:31:00.450

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

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

7 When are weights updated in CNN? 2018-02-03T14:54:18.867

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

7 An error with respect to filter weights in CNN during the backpropagation 2018-09-28T05:29:28.157

7 Memory error when using more layers in CNN model 2018-10-01T07:53:16.003

7 How to implement a Fourier Convolution layer in keras? 2018-12-18T09:53:15.700

6 Can I train two stacked models end-to-end on different resolutions? 2017-11-17T15:23:37.800

6 Should I prevent augmented data to leak to the test/cross validation sets 2018-01-19T04:05:24.083

6 How does u-net work? 2018-01-29T16:24:02.347

6 Multi-class classification v.s. Binary classification 2018-02-09T07:57:07.233

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 Are CNNs insensitive to rotations and shifts in images? 2018-03-25T09:42:07.623

6 Is there any proven disadvantage of transfer learning for CNNs? 2018-04-26T09:16:51.497

6 keras model only predicts one class for all the test images 2019-02-19T19:34:19.587

6 Why real-world output of my classifier has similar label ratio to training data? 2019-04-07T12:10:33.087

6 Procedure for Designing CNNs 2019-05-16T17:07:37.180

6 Is there any conceptual relationship between 'kernel' in SVM and 'kernel' in convolution neural net? 2019-05-20T08:04:47.700

6 How to train the predicting boxes in a YOLO network? 2019-09-15T18:07:35.490

5 the relationship between the number of filters/kernels and the number of feature maps 2017-11-30T00:04:45.180

5 Extract feature vector of a CNN 2018-01-23T16:10:18.973

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 How to propagate error back to previous layer in CNN? 2018-03-04T09:43:05.547

5 Accuracy and loss don't change in CNN. Is it over-fitting? 2018-04-27T09:19:40.337

5 Does image's background matter for detector training (CNN)? 2018-07-11T08:47:41.167

5 Does Pooling remove spatial information of image in CNN? 2018-07-21T16:12:56.230

5 Is it appropriate to use polar images as input to CNNs? Or must they be Cartesian transformed first? 2018-08-15T13:40:54.277

5 Text topic classification in tensorflow 2018-08-17T10:41:40.140

5 Combining spatial input with a label as input for CNN using Keras 2018-09-11T06:43:00.843

5 Classification problem with many images per instance 2018-09-11T17:44:39.783

5 Fully connected layer in deep learning 2018-09-21T17:40:47.227

5 Determining size of FC layer after Conv layer in PyTorch 2018-11-08T09:06:13.390

5 Can a neural network recognize a letter B as an A if your trained it so? 2018-12-13T16:07:54.483

5 Why do most GAN (Generative Adversarial Network) implementations have symmetric discriminator and generator architectures? 2019-02-04T14:46:24.530

5 AlexNet CNN how can it be applied to my case? 2019-02-11T17:58:48.800

5 The most used loss function in tensorflow for a binary classification? 2019-03-03T18:51:27.980

5 getting the weights of intermediate layer in keras 2019-03-24T12:47:12.323

5 Feeding 3 consecutive video frames to a CNN to track a tennis ball 2019-06-01T08:48:41.160

5 How to know which loss function is suitable for image classification? 2019-08-24T17:59:25.680

5 What is a channel in a CNN? 2019-12-05T15:14:15.757

5 How do I interpret loss in a neural network? 2019-12-06T16:16:56.893

5 what is darknet and why is it needed for YOLO object detection? 2020-01-06T09:59:38.247

4 Handwritting Recognition moving from character level to word level 2017-01-08T09:45:10.323

4 Understand clearly the figure: Illustration of a Convolutional Neural Network (CNN) architecture for sentence classification 2017-10-23T02:37:45.080

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

4 Should the bias value be added after convolution operation in CNNs? 2017-11-08T19:52:30.487

4 Are there any differences between Recurrent Neural Networks and Residual Neural Networks? 2017-12-28T08:26:22.350

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

4 A deep learning approach that can calculate distance to obstacles 2018-02-14T15:34:30.523

4 Fine-tuning a CNN for recognizing two classes, but also being able to tell if none of them is present in an image 2018-02-14T15:35:44.390

4 Why do pre-trained CNNs use low image resolution? 2018-02-26T09:47:35.590

4 Backpropagation in Faster R-CNN 2018-04-02T11:58:54.950

4 Missing outputs in multiple-output neural net 2018-04-03T16:27:34.043

4 How to do give input to CNN when doing a text processing? 2018-04-11T16:51:31.033

4 Number of Fully connected layers in standard CNNs 2018-05-03T19:07:53.610

4 Multi Class + Negative Class Image Classification Strategies 2018-05-29T00:20:27.423

4 Is it a red flag that increasing the number of parameters makes the model less able to overfit small amounts of data? 2018-07-09T01:24:01.630

4 Can RNN be used for feature extraction? 2018-07-18T15:03:06.623

4 Pre-trained CNN for one-shot learning 2018-08-16T23:49:54.497

4 Keras: Prediction performance does not match accuracy 2018-08-21T20:13:53.520

4 How to determine the number of the training images in Keras after data augmentaion? 2018-09-12T13:17:13.723

4 Training network with variable frame rate? 2018-09-17T13:24:18.450

4 Do CNNs benefit from HDR images? 2018-12-11T06:35:23.900

4 What are the possible approaches to fixing Overfitting on a CNN? 2018-12-15T08:22:05.617

4 inputs and outputs of a fully connected layer for a note classifier 2019-01-13T10:23:58.893

4 How long does it typically take to train a MNIST data on a Mac Pro? 2019-01-24T23:58:29.010

4 How to get probabilities values with keras? 2019-02-12T00:36:29.463

4 CNN computing time on good CPU vs cheap GPU 2019-02-20T17:49:30.067

4 How to detect blocks of texts in document images 2019-02-25T07:54:56.897