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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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7 Opportunities for Retailers to Benefit From Better Data Management

Data is an indispensable resource for retailers. Today, most retail businesses understand that they must capitalize on digital data, but fewer know how to...

Facebook introduces dataset and benchmarks to make AI more ‘egocentric’

Facebook has announced Ego4D, a long-term project aimed at solving AI research challenges in “egocentric perception,” or first-person views. The goal is to teach...

Data-driven Design: Planner 5D launches a Program for Universities and Researchers

Architects and interior designers have switched from pencils and papers to digital software and iPads, causing a significant change in design practices over the...

Olga Vorobyeva on DeFi: “It’s like bringing the casino into capitalism”

Decentralized finance (DeFi) is booming. And among everything blockchain has to offer, DeFi is one of the most legitimate sectors and – arguably –...