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3D Human Pose Estimation Experiments and Analysis

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By Maksym Tatariants, Data Science Engineer at MobiDev The basic idea of human pose estimation is understanding people’s movements in videos and images. By defining keypoints (joints) on a human body like wrists, elbows, knees, and ankles...
keras

Image Augmentation on the fly using Keras ImageDataGenerator!

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Image data augmentation is a technique that can be used to artificially expand the size of a training dataset by creating modified versions of images in the dataset. Training deep learning neural network models on...
Python

Building Sales Prediction Web Application using Machine Learning Dataset

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Introduction There are a lot of resources on the internet about finding insights and training models on machine learning datasets however very few articles on how to use these models for building actual applications. ...
Resource ML

Six Popular Classification Evaluation Metrics In Machine Learning

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Knowing how to create a machine learning model is a big step towards becoming a successful Data Scientist, but the first model is rarely ever the ‘best’ model. Evaluating the quality of...

How is Big Data Impacting Content Marketing in 2020?

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Image Credit: influenceandco.com Big data is altering the business landscape in extraordinary ways. By gathering substantial amounts of data that explore trends and patterns of consumers and the market, businesses are able to transform their...

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Ethical AI: AstraZeneca’s guidelines on applicable regulations

Some of AstraZeneca’s guidelines for applying responsible and ethical AI in its operations have been made public. The British-Swedish giant has four foundations for...

AI can tell what doctors can’t: Now it can determine the race

An international team of researchers from Canada, the United States, Australia, and Taiwan published a new study in which it is shown that an...

How to differentiate AI from non-AI, an expert explains

A leading expert in machine learning started a new discussion over the meaning of AI and ML technologies. While science-fiction debates about AI are...

From statistics to machine learning: Linear regression

Today we are delving into what is linear regression in machine learning. Linear regression is both a statistical and a machine learning algorithm. Linear...