Tag: keras

36 Which library would you recommend to begin with deep learning? 2017-06-22T13:35:38.667

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

11 Why would you implement the position-wise feed-forward network of the transformer with convolution layers? 2019-09-18T23:45:28.737

8 Why does 'loss' change depending on the number of epochs chosen? 2017-12-07T14:32:11.810

6 Why does my NN not classify these tic tac toe pattern correctly? 2016-08-11T21:05:07.427

6 Can LSTM Nets be speed up by GPU? 2018-07-09T04:55:36.230

6 Effect of batch size and number of GPUs on model accuracy 2020-01-09T06:08:24.873

5 Two data classes for a convolutional neural network, can one have a LOT more images for training than the other? 2018-04-07T22:43:16.867

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 Putting constraints on output of deep neural network 2018-10-23T07:48:10.637

5 Can DQN perform better than Double DQN? 2019-04-08T09:08:16.597

5 How do I combine models trained on different data to increase classification accuracy? 2019-11-13T11:17:47.837

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

4 Over- and underestimations of the lowest and highest values in LSTM network 2018-04-30T10:12:01.373

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

4 What is the best approach for multivariable and multivariate regression? 2019-10-21T03:28:50.820

4 Using a neural network to identify a stable region within a set of data? 2019-11-09T22:39:58.420

4 Why MLP cannot approximate a closed shape function? 2020-03-22T07:35:53.407

3 keras ValueError: Error when checking model target: expected activation_4 to have shape (None, 19) but got array with shape (100, 1) 2017-03-06T11:35:52.083

3 Periodic Pattern in Validation Loss Curve 2018-03-01T07:24:56.000

3 Mountain car problem with images - not converging 2018-05-12T11:07:27.917

3 Keras : get back labels from a model 2018-10-07T17:42:25.997

3 Dice loss gives binary output whereas binary crossentropy produces probability output map 2019-01-08T11:57:24.937

3 Will a neural network always predict the correct label if it sees the exact same input during training and testing? 2019-01-11T22:31:31.807

3 YOLO v3 complete architecture 2019-03-28T03:07:34.627

3 Deep Q-Learning agent poor performing actions. Need help optimizing 2019-04-11T23:18:09.190

3 L1 Reguarizer in Keras model throwing weight matrix dimension error 2019-09-02T21:50:20.247

3 How can I reduce the GPU memory usage with large images? 2019-09-26T23:49:34.430

3 How can I increase the speed and performance of my implementation of an AI for Reversi? 2019-11-11T10:46:17.667

3 What is the fastest way to train a CNN with billions of examples? 2019-11-14T23:00:53.897

3 How to describe an keras Model in a scientific report 2019-12-27T10:41:31.897

3 Can dropout layers not influence LSTM training? 2020-01-03T15:27:58.663

3 Why are traditional ML models still used over deep neural networks? 2020-01-14T13:18:53.630

3 Could zero-padding affect learning in a negative way? 2020-04-10T09:39:23.753

2 CNN attention maps on non-images 2017-07-17T18:24:08.817

2 Keras pattern finding between hash and word 2018-01-26T12:45:35.187

2 Deep NN architecture for predicting a matrix from two matrices 2018-02-26T21:35:59.397

2 Does it make sense to add word embeddings as additional features for LSTM model? 2018-07-11T11:15:12.787

2 Mapping Actions to the Output Layer in Keras Model for a Board Game 2018-09-20T06:06:06.213

2 Autoencoder why it is special for image decoding? 2018-09-26T08:50:58.333

2 Difficulty understanding Keras LSTM fitting data 2018-10-12T06:43:28.877

2 Deep Q-Learning poor convergence on Stochastic Environment 2018-11-17T11:39:38.267

2 Should I apply ReLU to non negative output? 2018-12-25T20:32:24.363

2 How do I get multiple loss per sample in keras evaluate? 2019-03-01T11:46:15.743

2 How to implement word2vec using Tensorflow 2.0 keras API? 2019-03-29T06:15:05.543

2 How important is it that the generator of a generative adversarial network doesn't take in information about input classes? 2019-04-14T15:01:29.503

2 how to benefit from previous training weights in training again to increase accuracy? 2019-04-17T18:15:29.557

2 Difference between retraining on different portions of data and training initially on larger data set 2019-05-10T07:06:40.253

2 Binary classification for a series of data (using Keras) to tell if it is a straight line or not a straight line 2019-05-25T14:51:20.180

2 In addition to matrix algebra, can GPU's also handle the various Kernel functions for Neural Networks? 2019-06-07T19:32:00.257

2 Gym dict space as keras DQN agent input 2019-06-08T16:27:22.713

2 Adding BERT embeddings in LSTM embedding layer 2019-06-17T13:15:43.810

2 Paper & code for "unsupervised domain adaptation" for regression task 2019-07-06T09:16:24.047

2 Understanding CNN+LSTM concept with attention and need help 2019-07-22T16:07:29.120

2 How can I keep context in my chatbot 2019-07-25T11:01:57.763

2 i have trained my model & now trying to predict but unable to do using keras 2019-07-29T07:18:24.563

2 What are the possible neural network architecture for linear regression or time series regression? 2019-07-29T12:16:03.690

2 How do I tag the most interesting parts of a video? 2019-07-31T19:13:40.010

2 Is "dataset size" and "model size" same thing? 2019-08-21T16:24:11.617

2 Understanding the intuition behind Content Loss (Neural Style Transfer) 2019-08-28T13:48:14.463

2 Training Keras Towards Or Against Analog Value? 2019-09-17T11:37:53.417

2 how to use Softmax action selection algorithm in atari-like game 2019-09-26T12:33:04.110

2 The best way of classifying a dataset including classes with high similarity? 2019-11-02T08:42:18.537

2 Why is this ResNet50 misclassifying objects? 2019-11-04T19:30:46.193

2 Which deep neural networks are appropriate for the detection of bombs? 2019-11-13T00:10:15.633

2 How to represent integer values in sequence to sequence prediction task in encoder-decoder LSTM? 2019-11-15T07:00:52.413

2 ValueError: Error when checking target: expected dense_3 to have shape (1,) but got array with shape (2,) 2019-11-18T01:41:27.523

2 Semantic issues with predictions made by my trained model 2019-11-18T19:23:30.810

2 Multi label Classification using Keras 2019-11-23T09:24:36.710

2 How to reduce variance of the model loss during training? 2019-12-01T11:49:36.080

2 How to compute number of weights of CNN? 2019-12-14T13:47:25.180

2 How are batch statistics computed in Recurrent Batch Normalization? 2019-12-18T04:09:36.720

2 Can't figure out what's going wrong with my dataset construction for multivariate regression 2019-12-19T11:56:19.307

2 Is it possible to use entity embedding with autoencoder for anomaly detetction? 2019-12-31T10:45:07.223

2 How to reproduce neural network training with keras 2020-01-08T11:25:36.603

2 How can I train a Deep Learning model using degraded photos and their clean version to correct photos 2020-01-18T20:48:55.197

2 Tensorflow-gpu cannot use Nvidia GPU with CUDA 2020-01-23T16:59:46.943

2 Which ANN can solve for y = x * x + b? 2020-02-19T19:38:47.233

2 Can we use a neural network that is trained using Reinforcement Learning for dynamic game level difficulty designing in realtime? 2020-02-20T01:48:35.790

2 Is it a sign of overfitting when validation_loss dips and then goes up with increasingly bigger swings? 2020-03-07T10:20:18.750

2 How to set the target for the actor in A2C? 2020-03-22T09:52:02.283

2 Adding a dense layer after a conv2d layer in a convolutional autoencoder 2020-03-31T07:51:31.220

2 How can I have the same input and output shape in an auto-encoder? 2020-06-23T13:06:31.737

2 Inaccurate masks with Mask-RCNN: Stairs effect and sudden stops 2020-07-10T10:14:57.753

2 Understand the DDPG algorithm in Keras 2020-07-11T18:13:58.677

2 Generation of 'new log probabilities' in continuous action space PPO 2020-08-26T20:02:03.287

1 Q Learning Algorithm not converging 2017-07-06T07:31:47.860

1 Ensemble Learning using Convolutional Neural Networks 2017-07-12T16:49:42.553

1 Transfer learning from model trained in a similar dataset 2018-01-22T03:50:21.097

1 Improving learning rate for classification task 2018-02-22T10:40:58.157

1 L2 normalization in Facenet paper acting as a Constraint? 2018-02-26T05:55:44.750

1 How does backpropagation work on a custom loss function whose components have magnitudes of different orders? 2018-03-17T04:20:21.737

1 Questions regarding keras activation maximization visualization 2018-04-09T16:18:15.580

1 How To Improve This Sentiment Analysis Model 2018-05-20T04:20:10.563

1 How to decrease accuracy from 99% to 80%~85% using keras for training a model 2018-05-24T10:26:14.820

1 Sequence to sequence machine learning / NMT - converting numbers into words 2018-08-20T21:31:23.160

1 Automatic prediction of whether a customer will come into the shop or not 2018-09-04T08:34:37.693

1 CNN Pooling layers unhelpful when location important? 2018-09-19T11:22:14.860

1 Why would giving my AI more data make it perform worse? 2018-09-23T01:14:07.010