Tag: convolutional-neural-networks

82 Do scientists know what is happening inside artificial neural networks? 2016-08-09T02:08:56.663

73 How is it possible that deep neural networks are so easily fooled? 2016-08-02T17:05:27.590

62 How can neural networks deal with varying input sizes? 2016-09-23T10:33:58.060

41 In a CNN, does each new filter have different weights for each input channel, or are the same weights of each filter used across input channels? 2018-03-22T02:36:20.950

33 Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem? 2020-01-28T16:16:23.740

27 What is the difference between a convolutional neural network and a regular neural network? 2018-03-06T21:01:55.610

21 Is the pattern recognition capability of CNNs limited to image processing? 2016-08-02T16:38:55.800

16 How do I handle large images when training a CNN? 2017-08-31T11:04:35.500

15 How can I deal with images of variable dimensions when doing image segmentation? 2018-05-04T22:21:03.393

14 What's the main concept behind capsule networks? 2017-11-02T06:33:19.507

11 What are bottleneck features? 2017-04-03T01:45:24.570

11 Which layer in a CNN consumes more training time: convolution layers or fully connected layers? 2018-09-06T23:27:52.350

10 Do deep learning algorithms represent ensemble-based methods? 2016-09-15T15:34:08.027

10 What is the fundamental difference between CNN and RNN? 2017-12-08T14:48:36.857

10 Use AI or Neural Network for logo detection 2017-12-15T17:15:42.727

10 Using neural network to recognise patterns in matrices 2018-01-22T21:40:56.423

10 What are the models that have the potential to replace neural networks in the near future? 2018-07-06T03:49:26.513

10 What is the difference between a receptive field and a feature map? 2018-11-01T00:42:18.080

10 What is the concept of channels in CNNs? 2018-12-30T06:36:03.300

10 Learning Rotated bounding box for object detection 2019-01-11T15:00:12.263

9 How much of a problem is white noise for the real-world usage of a DNN? 2017-02-23T21:11:34.133

9 What benefits can be got by applying Graph Convolutional Neural Network instead of ordinary CNN? 2018-09-02T08:30:34.710

8 How do we choose the kernel size depending on the problem? 2017-05-16T10:47:40.513

8 Using machine learning to identify CAD model features 2018-01-15T13:02:15.013

8 Confusion regarding anchor boxes in YOLO 2018-01-24T01:46:31.200

8 Can machine learning algorithms be used to differentiate between small differences in details between images? 2019-01-14T05:38:33.113

7 CNN's vs Densely Connected NN's 2018-06-29T14:09:14.537

7 When should I use 3D convolution? 2019-07-31T06:09:54.267

7 What is the difference between graph convolution in the spatial vs spectral domain? 2019-08-16T08:47:11.267

6 What is the purpose of hidden nodes in neural network? 2016-10-23T17:09:24.797

6 CNNs: What happens from one neuron volume to the next? 2017-08-16T23:20:02.533

6 Why my test error is lower then train error 2017-10-29T10:54:29.040

6 CNN backpropagation with stride>1 2018-03-22T10:48:09.347

6 How to use CNN for making predictions on non-image data? 2019-02-07T22:33:27.293

6 What are the benefits of using max-pooling in convolutional neural networks? 2019-07-25T16:29:04.390

6 Is there any use of using 3D convolutions for traditional images (like cifar10, imagenet)? 2019-08-14T19:57:37.627

6 Are there well-established ways of mixing different inputs (e.g. image and numbers)? 2019-10-30T09:22:55.397

5 How to make convnets aware what the image actually is, not what is depicted on it? 2016-08-18T17:42:58.053

5 Are Convolutional Neural Networks better than existing image recognition libraries that don't use CNNs? 2016-09-15T20:36:18.530

5 Feasibility of generating large images with a convnet 2017-01-02T16:15:19.750

5 Use ConvNet to predict bitmap 2017-01-06T11:02:47.767

5 Can a purely policy convolution neural network based game learn to play better than its opponents? 2017-02-25T07:08:22.783

5 Game AI - Fast python OCR or cropped image input 2017-09-12T17:59:38.443

5 What makes learned feature detectors specialize in CNN? 2017-10-01T20:18:43.517

5 Can Convolutional Neural Networks be applied in domains other than image recognition? 2017-11-05T22:40:51.413

5 How can 3 same size CNN layers in different ordering output different receptive field from the input layer? 2018-01-23T18:45:30.723

5 What to do if CNN cannot overfit a training set on adding dropout? 2018-02-15T05:55:24.767

5 Other Deep Learning Networks for Visual Place Recognition? 2018-03-01T12:50:55.907

5 Understanding the loss function of You Only Look Once(YOLO) network 2018-03-05T20:22:24.687

5 How can neural networks that extract many features be fooled by adversarial images? 2018-04-13T16:15:31.080

5 Can translational invariance of CNNs be unwanted if object is likely in certain positions? 2018-05-22T21:02:54.883

5 What kind of neural network architecture do I use to classify images into one hundred thousand classes? 2018-06-25T11:27:35.883

5 How to train a CNN 2018-08-12T14:43:10.920

5 Traffic signs dataset 2018-10-04T14:41:25.100

5 How to handle rectangular images in convolutional neural networks? 2018-10-09T12:43:29.380

5 What are the ways to calculate the error rate of a deep Convolutional Neural Network, when the network produces different results using the same data? 2018-10-15T19:47:42.013

5 Does it make sense to apply softmax on top of relu? 2018-10-18T07:30:20.910

5 How data augmentation like rotation affects the quality of detection? 2019-01-11T16:48:59.080

5 How do I improve accuracy and know when to stop training? 2019-03-24T08:40:01.430

5 Variational Autoencoder task for better feature extraction 2019-04-17T17:35:34.047

5 Why can a fully convolutional network accept images of any size? 2019-06-27T09:19:58.713

5 Can a vanilla neural network theoretically achieve the same performance as CNN? 2019-07-08T17:35:13.157

5 How do neural network topologies affect GPU/TPU acceleration? 2019-09-23T14:05:46.593

5 Concrete example of latent variables and observables plugged into the Bayes' rule 2019-11-21T10:16:42.907

5 Should I train different models for detecting subsets of objects? 2019-11-22T00:16:45.453

5 Aren't all discrete convolutions (not just 2D) linear transforms? 2020-03-30T12:47:02.750

5 What is the point of using convolutions of kernel size 1, or 1x1, etc? 2020-04-28T01:04:52.687

4 Why would neural network dream scenes mirror the hallucinations people experience when they're tripping? 2016-08-03T01:55:30.377

4 Applications of CNN for detecting crime from video surveillance cameras 2016-08-19T18:40:46.010

4 How does visual cortex share convolution weight 2017-02-22T05:07:17.853

4 How to feed a variable size sequences into a CNN? 2017-05-28T17:20:27.957

4 Would this relatively small dataset be enough to train a CNN? 2017-08-31T05:32:04.277

4 Training Custom object detection network using tensor-flow object detection API? 2017-09-08T11:34:31.843

4 Game AI - Modify image classification model for analog output 2017-09-17T11:13:35.627

4 How to train for own dataset really really fast while debugging 2017-10-09T06:04:50.650

4 CNN for pattern recognition without a training set 2017-12-09T01:27:18.407

4 Is one big network faster than several small ones? 2018-01-03T01:49:59.060

4 Do convolutional neural networks also have recurrent connections? 2018-03-15T09:42:21.513

4 How well can CNN for bounding box detection generalise? 2018-03-27T19:14:04.540

4 What is feature embedding in the context of convolutional neural networks? 2018-05-29T17:21:07.660

4 Relative compute time for each type of layer in a neural network 2018-06-03T00:24:51.387

4 What is the purpose of "reshaping it into the shape the network expects and scaling it so that all values are in the [0, 1] interval."? 2018-06-24T20:41:02.710

4 Convolutional neural nets and reduction of the layers 2018-06-28T22:47:30.847

4 Identifying car model via deep learing 2018-07-18T08:37:44.347

4 Loss function for singular object detection 2018-07-20T19:20:46.617

4 Disentangled VAE doesn't reconstruct accurate grids 2018-07-25T08:46:23.803

4 Image Classification 2018-08-01T09:56:43.227

4 What is the best approach for writing a program to identify objects in a picture then crop them a specific way? 2018-08-07T23:33:46.087

4 How should continuous action/gesture recognition be performed differently than isolated action recognition 2018-08-10T18:09:09.373

4 Training a CNN from scratch over COCO dataset 2018-08-13T21:22:19.097

4 How to compare the training performance of a model on different data input? 2018-08-19T19:42:27.537

4 Optimizing image recognition results for unknown labels 2018-08-25T21:24:00.783

4 Convolutional Layers on a hexagonal grid in Keras 2018-09-15T18:55:27.197

4 How to define a loss function for a classifier where the confusion between some classes is more important than the confusion between others? 2018-10-10T07:02:05.440

4 How do randomly initialized neural networks behave? 2018-12-06T00:27:48.983

4 Using GAN's to generate dataset for CNN training 2019-01-31T10:35:34.240

4 How do I denoize a microscopic image? 2019-04-09T17:21:45.803

4 Is it possible to make a 'forked path' neural network? 2019-04-10T17:54:27.137

4 How are filters weights updated for a CNN? 2019-05-20T01:40:49.383