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Bidirectional sequence models

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I know about such neural networks as LSTM and GRU, which are good for working with sequence data. But rece...

What is text normalization?

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I am learning natural language processing (NLP). Recently I encountered the term "text normalization". Can...

Size of training data for neural network

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I have a time series forecasting task. I have heard that LSTM neural networks are one of the best algorith...

Dense neural networks for computer vision problems

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I know that convolutional neural networks are used in all areas of modern computer vision. But what is the...

How to inspect learned parameters of the layer in Keras?

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My current project includes training the deep neural network for natural text processing. I want to be abl...

Image normalization in Keras

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I'm trying to do image classification with Keras. I have read that it is usually a good idea to normalize ...

Why traditional RNN isn't working in practice?

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I have heard that traditional recurrent neural networks aren't suitable for use in real life. Other types ...

Face recognition feature

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I'm building a web app and for one of its core feature, I need to implement face recognition. Machine lear...

AI tools for food recognition

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I want to build and app for the restaurant that will recognise food on the clients trays. What should I st...

Difference between Keras and tf.Keras

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I'm interested in what is the difference between Keras framework for neural networks creation and the tf.k...

Visualizing natural language with neural nets

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I am curious, how would AI generate a vizualization of a story? For example, we take a part of a tale or a...

Chess algorithm for weak CPU

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Hi forum! I am looking for a simple chess algorithm that will work on my 256MHz Intel CPU. I heard that M...

LiDAR object detection

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I'm trying to learn object detection along with LiDAR technology, and I've found dataset repo http://opent...

How to choose the right algorithm?

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I have finished building a pipeline for my DS project (binary classification). Results after running the p...

Similar images finding with neural networks

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Recently I have seen the task where the application should find similar images to the given image. I suppo...

How CNN can be used for NLP problems?

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Convolutional Neural Networks (CNNs) are widely used in computer vision. But recently I realized that they...

How should I convert categorized features?

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I have a large dataset that consists of 9M rows and 25 features. There is categorized feature that represe...

Backpropagation algorithm basics

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Hi everybody! I'm a machine learning student and I'm interested in neural networks at the moment. Could yo...

Ways of measuring NN modeling a distribution

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Hi. Currently, I'm developing a NN and got stuck with the question of whether there are any approaches to ...

Softmax function instead of Sigmoid in binary classification

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Hi. I am new to data science and image processing. I want to create CNN model with Keras for binary image ...

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