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Questions tagged [pattern-recognition]

For question about recognition of patterns (generally sequence of values following a certain mathematical equation) of any physical quantity.

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How can AI be used to more reliably analyze and plan around the tie between climate and emissions?

Note to the Duplicate Police This question is not a duplicate of the Q&A thread referenced in the close request. The only text even remotely related in that other thread is the brief mention of ...
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Searching (google) photo library with AI

How to find a picture of specific cat graffiti from my photo library, which is so huge that I tired scrolling. The graffiti is very simple - it is just a black silhouette on a white wall - I can ...
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How can I detect datetime patterns in text?

I want to explore and experiment the ways in which I could use a neural network to identify patterns in text. examples: Prices of XYZ stock went down at 11:00 am today Retrieve a list of items ...
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Sample ML implementation model for alert classification

We have a requirement to implement AIOps (Algorithmic IT Operations) in our organisation. As part of that, we would like to start with alert classification, pattern recognition & event correlation....
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Is Christopher Bishop’s “Pattern Recognition and Machine Learning” out of date in 2018?

I recently came across reference to a book that was highly regarded: “Pattern Recognition and Machine Learning” by Christopher Bishop. I am a beginner working my way through some machine learning ...
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How can a wearable device/fitness bands identify movement patterns?

I am trying to construct something like a wearable to be able to track hand movement to recognize gestures out of them. I have used Mi Fit and have found it to count footsteps based on the hand moving ...
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Detect visual attention area in an image

I'm trying to detect the visual attention area in a given image and crop the image into that area. For instance, given an image of any size and a rectangle of say LxW dimension as an input, I would ...
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Will training an AI still work if the input data is somewhat sparse?

I'm looking at writing an AI agent for pattern recognition. I want to be able to constantly feed new data to the AI to continuously train it as new data may have new patterns. My problem, though, is ...
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What is the most efficient and flexible algorithm to find constant term in a function

Suppose we have a discrete function which domain and codomain are both integers. For example, that function could be a signal from an ADC. In my case it is digitized signal from photomultiplier (see ...
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Using neural network to recognise patterns in matrices

I am trying to develop a neural network which can identify design features in CAD models (i.e. slots, bosses, holes, pockets, steps). The input data I intend to use for the network is a n x n matrix (...
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Use smartphone sensors for pattern recognition

I'm trying to use the various motion sensors on a smartphone (Android device) to detect activity. For instance, to detect if with my phone in hand, I'm moving it on a circle shape in a 2D space. What ...
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Use AI or Neural Network for logo detection

I am trying to detect a TV channel logo inside a video file, so simply given an input .mp4 video, detect if it has that logo present in a specific frame, say first ...
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CNN for pattern recognition without a training set

I have a 10gb file of a time series 1D signal. I want to find some patterns within this signal, I know CNN's are great for this but the problem is I don't have any training data. Now I could of ...
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Could a CNN hear the difference between sound of a pet moving, and a person?

"Deep Learning" neural networks are now successful at image-recognition tasks that I would not have expected say 10 years ago. I wonder if the current state of the art in machine learning could ...
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Image recognition service architecture

A question for developers of projects for pattern recognition. How best to organize the architecture of such a service? At what stage do you conduct logic? (for example, for the recognition of a ...
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1answer
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What are the differences between machine learning, pattern recognition and data mining?

So I almost know a little about these subjects, and I found them similar to each other, anybody can explain the differences?
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how to recognise handwriting and convert into text?

I'm trying to develop a project that recognises handwriting and converts into text. What are the algorithms and tools to be used?
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Intelligence over simple data

Let's say we already have an intelligent system (as a computer program). We give it some simple data from outside world, and system tries to predict it. The question would be: what kind of patterns ...
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Is music/sound similarity comparison feasible on neural networks?

I wonder on the following concept: a given neural network gets two audio input (preferably music) and gives a real number between 0 and 1 which describes "similarity" between the second and the first ...
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Building Profile Based Off Speech Patterns

Has there been research done regarding processing speech then building a "speaker profile" based off the processed speech? Things like matching the voice with a speaker profile and matching speech ...
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What would the commercial application of a conscious AI look like/be?

Sometimes, but not always in the commercialization of technology, there are some low hanging fruits or early applications, I am having trouble coming up with examples of such applications as they ...
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ResNets. Ensemble or depth makes residual networks strong?

The question is about the architecture of Deep Residual Networks (ResNets). The model that won the 1-st places at "Large Scale Visual Recognition Challenge 2015" (ILSVRC2015) in all five main tracks: ...
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What artificial intelligence strategies are useful for summarization?

If I have a paragraph I want to summarize, for example: Ponzo and Fila went to the mall during the day. They walked for a long while, stopping at shops. They went to many shops. At first, they didn'...