Tag: image-classification

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

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

20 Rationale behind most published works in medical imaging trying to reduce false positives 2019-05-23T07:48:33.060

18 tool to label images for classification 2016-09-16T14:01:09.883

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

16 Image resizing and padding for CNN 2018-04-25T13:46:47.773

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

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

14 How to maximize recall? 2018-03-09T15:36:05.657

12 Reason for square images in deep learning 2017-01-29T10:02:56.527

11 ReLU vs sigmoid in mnist example 2017-04-29T00:38:12.613

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

10 Where to find list of Tensorflow pretrained models available in download.tensorflow.org/models 2018-02-16T22:53:08.977

9 Covariate shift detection 2015-10-02T09:49:55.943

9 How can I get the ImageNet ILSVRC 2012 data used for the classification challenge? 2016-09-05T15:52:30.737

9 feature extraction for a pretrained model in keras 2017-01-22T09:43:56.553

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

9 Data preprocessing: Should we normalise images pixel-wise? 2018-01-21T11:56:56.290

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

8 Are there any image classification algorithms which are not neural networks? 2016-08-05T09:47:48.430

8 Build a tool for manually classifying training data images 2016-08-09T20:07:15.700

8 Convolutional network for classification, extremely sensitive to lighting 2017-09-03T15:04:51.820

8 Bag of Visual Words 2018-05-02T22:30:35.267

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

7 Difference between training and test data distributions 2015-09-25T00:47:46.873

7 Where can I get labels for small ImageNet? 2016-08-15T18:13:56.187

7 How to implement global contrast normalization in python? 2016-11-14T17:35:28.093

7 How does YOLO algorithm detect objects if the grid size is way smaller than the object in the test image? 2018-01-08T09:09:26.580

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

7 how to interpret predictions from model? 2018-09-02T19:04:11.140

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

6 Image classification in python 2016-02-05T07:50:28.437

6 Image Captioning in Keras 2016-02-24T04:17:12.343

6 Crop background from Image 2016-12-04T18:24:42.620

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

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

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

6 How to predict class label from class probability given by predict_generator for testdata? 2018-05-26T12:20:13.857

6 Combining 2 Neural Networks 2018-10-03T09:01:46.480

6 When using Data augmentation is it ok to validate only with the original images? 2018-11-19T16:00:18.680

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

6 What are the possible ways to detect skin while classifying diseases? 2019-04-16T04:12:17.537

6 Default value of learning rate in adam optimizer - Keras 2019-05-02T14:30:07.303

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

5 Deconvolutional Network in Semantic Segmentation 2015-11-24T09:13:14.750

5 How is it possible to process an image with a few neurons? 2015-12-27T16:52:01.120

5 How to prepare colored images for neural networks? 2016-01-04T10:38:13.970

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

5 Solving multi label image classification using TimeDistributed dense layer 2016-04-28T07:27:26.020

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

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

5 GAN discriminator converging to one output 2018-03-23T23:49:50.477

5 Image recognition of selfie images 2018-09-13T04:42:47.587

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 What is difference between intersection over union (IoU) and intersection over bounding box (IoBB)? 2018-09-28T21:01:56.027

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

5 predict gives the same output value for every image (Keras) 2019-03-06T11:16:47.293

5 Image Matching for similar products 2019-03-11T03:55:38.903

4 Are all images in ImageNet in the leaves? 2015-11-27T08:35:19.797

4 How to adapt the softmax layer for multiple labels? 2016-02-25T23:16:02.823

4 Has anyone tried to use the hierarchy of ImageNet? 2017-03-07T17:02:15.513

4 How do you make an NN for image classification invariant to translation **and** rotation? 2017-07-05T05:39:22.090

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

4 "other" class in Image classification 2018-04-08T11:34:57.240

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

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

4 Can Reinforcement learning be applied in image classification? 2018-12-19T04:56:58.217

4 Make the CNN to say "I don't know" 2019-05-04T08:25:21.120

4 Pytorch - Loss is decreasing but Accuracy not improving 2019-07-18T09:21:08.987

4 Super Resolution CNN vs Regular CNN 2019-07-23T13:04:28.453

4 Trained Tensorflow model performs poorly on inference 2019-09-13T04:07:16.693

4 Multi-label classification based on single-label dataset 2019-12-17T15:01:23.757

4 Real purpose of pooling 2019-12-19T00:05:04.410

4 Detect malicious GIFs 2019-12-19T11:20:52.273

3 Predicting earthquakes using disturbances in DTH TV transmission 2015-04-28T06:48:25.867

3 Python script/GUI to generate positive/negative images for CascadeClassifier? 2015-09-02T18:20:20.493

3 Generate new images based on a dataset of images 2015-09-18T17:44:42.573

3 Is it common to preprocess image data before sending it through a deep net? 2015-12-17T01:42:57.980

3 Why does image segmentation benefit from fuzzy clustering? 2016-02-20T06:18:40.880

3 Grouping similar data/images 2016-04-12T23:16:13.907

3 What is the distribution of categories in imagenet training set (ILSVRC2012) 2016-05-15T10:46:04.210

3 How can I look up classes of ImageNet? 2016-08-16T09:16:24.810

3 What preprocessing steps to be followed before image comparison? 2016-10-17T09:44:22.853

3 Adding multilabel classifier to TensorFlow example 2016-12-11T21:12:28.930

3 Training data set for food image recognition 2017-01-30T16:42:51.820

3 multiple digit detection 2017-06-21T20:16:45.803

3 Computer vision: Identifying different items in screenshot 2017-06-28T19:55:44.117

3 Contemporary alternatives to SIFT for image feature extraction? 2017-11-10T04:32:27.397

3 Is classifier able to say there's no-such-case? 2018-01-12T07:05:55.410

3 Classification of jumbled images 2018-01-16T15:38:04.190

3 How to correctly resize input images in a CNN? 2018-01-28T09:56:24.757

3 How do we predict what is in an image using unsupervised deep neural networks? 2018-05-17T19:10:33.307

3 Is this an over-fitting case? 2018-05-24T12:07:07.207

3 Large Numpy.Array for Multi-label Image Classification (CelebA Dataset) 2018-05-28T16:34:09.583

3 Is it possible to change the sequence of convolution layer and pooling layer? 2018-07-31T05:33:14.303

3 Simple Object Detection 2018-08-28T17:17:13.440