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Audio Analysis With Machine Learning: Building AI-Fueled Sound Detection App

AltexSoft

But acoustic signals can tell us even more if analyze them using modern technologies. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects. Audio analysis is a process of transforming, exploring, and interpreting audio signals recorded by digital devices.

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Document Classification With Machine Learning: Computer Vision, OCR, NLP, and Other Techniques

AltexSoft

As today’s digital storages can serve large amounts of items, it becomes difficult to categorize them manually. A document in this case is an item of information that has content related to some specific category. Document classification real-life use cases. What is document classification? Spam detection.

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Top 15 Machine Learning Use Cases in 2023

ProjectPro

There could be several machine learning applications that you could be using in your day-to-day life without even knowing about them. Machine Learning Use Cases in Finance Fraud Detection for Secure Transactions According to a study , banks and other financial organizations spend $2.92

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20+ Computer Vision Project Ideas for Beginners in 2023

ProjectPro

Here is a list of them: Use Deep learning models on the company's data to derive solutions that promote business growth. Deploy existing computer vision models after optimization to meet customer requirements and maintain them for future use. Strong ability to code in programming languages like R/Python/Matlab.

Project 40
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15 TensorFlow Projects Ideas for Beginners to Practice in 2023

ProjectPro

Currently, TensorFlow has a market share of 3.56%, with more than 1910 companies already using it. why knowledge of TensorFlow is so valuable let us get started with a few cool TensorFlow projects idea that. Detecting Spam using TensorFlow 2. Optical Character Recognition using TensorFlow 4.

Project 40
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Computer Vision in Healthcare: Creating an AI Diagnostic Tool for Medical Image Analysis

AltexSoft

Let’s briefly explore the most promising use cases. Magnetic resonance imaging or MRI produces the most detailed pictures of soft tissues like the brain and is widely used for diagnosis of brain tumors. Far from being perfect, AI tools still can be used to support doctors’ decisions. Detection of catheters on radiographs.

Medical 72
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Introduction to Convolutional Neural Networks Architecture

ProjectPro

Why use Convolutional Neural Networks? Even with more than half of your face covered, Apple devices would be able to recognize your face! Source: i.insider.com The answer is simple Convolutional Neural Networks or CNN, the heart of Computer Vision. are used to work on object detection, image segmentation, classification, etc.