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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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From Age-Gating to Chapter Indexing – How YouTube Uses AI

YouTube is the second-largest social media network and search engine on the planet, with over 2.3 billion active users.  Since its inception in 2005,...

How To Solve a Problem That’s Seemingly Impossible To Analyze

The problems in front of you in business will often be relatively straightforward. But increasingly, business issues aren’t easy or black and white. They’re...

The next generation of energy and environment startups using data and AI to save the planet

Energy and the environment were significant threads covered at Web Summit and garner additional importance when considering the travel and accommodation footprint created by...

In conversation: the Chaos Computer Club, transparency, and data income plans

Towards the end of 2021, I spoke with Julio Santos, the technical cofounder of Fractal – creators of the Fractal Protocol – on some...