Home Fingerprint

Home Fingerprint

Rose Day

Rose Day

Hartford, Connecticut

Utilize sensors to develop a home fingerprint that can aid in home automation.

Internet of Things

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Description

Home automation is stepping into the realm of data science and machine learning, but by doing so homes need to become smarter, utilizing sensors to track and analyze data. A crucial part in doing so is developing a home identity, or fingerprint through sensors that maps when a user is home and the environment they live in verses when a user is not home and the environment. This analysis will show use a fingerprint of attributes that help define the pattern of the home. Through this, it can be determined the typical temperature range in the home with a high and low value, average humidity, noise, how often the user is home, sleep patterns and much more. This is a concept that can be integrated into many technologies or home ecosystems.  

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Rose D. added photos to project Home Fingerprint

Medium ed5c034b 524c 460d b21e 9ee471e66f00

Home Fingerprint

Home automation is stepping into the realm of data science and machine learning, but by doing so homes need to become smarter, utilizing sensors to track and analyze data. A crucial part in doing so is developing a home identity, or fingerprint through sensors that maps when a user is home and the environment they live in verses when a user is not home and the environment. This analysis will show use a fingerprint of attributes that help define the pattern of the home. Through this, it can be determined the typical temperature range in the home with a high and low value, average humidity, noise, how often the user is home, sleep patterns and much more. This is a concept that can be integrated into many technologies or home ecosystems.  

Medium img 5037

Rose D. created project Home Fingerprint

Medium ed5c034b 524c 460d b21e 9ee471e66f00

Home Fingerprint

Home automation is stepping into the realm of data science and machine learning, but by doing so homes need to become smarter, utilizing sensors to track and analyze data. A crucial part in doing so is developing a home identity, or fingerprint through sensors that maps when a user is home and the environment they live in verses when a user is not home and the environment. This analysis will show use a fingerprint of attributes that help define the pattern of the home. Through this, it can be determined the typical temperature range in the home with a high and low value, average humidity, noise, how often the user is home, sleep patterns and much more. This is a concept that can be integrated into many technologies or home ecosystems.  

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saloni gupta

I am beginner in this area of artificial intelligence,machine learning and deep learning.

India

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varshaneya v

Puttaparthi, Andhra Pradesh, India

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Anurag Sen

I'm a programmer Of C language Currently studying at MIT Pune

Pune, Maharashtra, India

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Sayan Goswami

ML, DL, open source software enthusiast. Intrigued by challenging problems.

New Alipore, Kolkata, West Bengal, India

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Pinar Kaymaz

Software Engineer #Java

Munich, Germany

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