copy of amenity detector€¦ · supervised by dr. fatma cemile serçe expedia mentors: karen...

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By: Anthony, Chris, Simone, Stu Devs 100% Take or upload pictures View detected objects View historical uploads Amenity Detector utilizes a Machine Learning solution that automatically detects amenities in an image uploaded by the user via a web/mobile application. Supervised by Dr. Fatma Cemile Serçe Expedia Mentors: Karen Marshall, Ben Ha AMENITY DETECTOR Technologies: Mongo, Express, React, NodeJS 2019 - 2020 Client/Server architecture S3 buckets store images Results saved in MongoDB

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Page 1: Copy of Amenity Detector€¦ · Supervised by Dr. Fatma Cemile Serçe Expedia Mentors: Karen Marshall, Ben Ha ... Copy of Amenity Detector Author: Stu Larsen Keywords: DAD98aoNjpY,BADpVCz-xuI

By: Anthony, Chris, Simone, StuDevs 100%

T a k e o r u p l o a d p i c t u r e s

V i e w d e t e c t e d o b j e c t s

V i e w h i s t o r i c a l u p l o a d s

A m e n i t y D e t e c t o r u t i l i z e s a M a c h i n eL e a r n i n g s o l u t i o n t h a t a u t o m a t i c a l l yd e t e c t s a m e n i t i e s i n a n i m a g e u p l o a d e d b yt h e u s e r v i a a w e b / m o b i l e a p p l i c a t i o n .

Supervised by Dr. Fatma Cemile Serçe Expedia Mentors: Karen Marshall, Ben Ha

Cloud deploymentData

CollectionTensorflow Training

AMENITY DETECTOR

Web Client

Technologies: Mongo, Express, React, NodeJS

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Image

Return detected

amenitiies

Android Client

2019 - 2020

C l i e n t / S e r v e r

a r c h i t e c t u r e

S 3 b u c k e t s s t o r e

i m a g e s

R e s u l t s s a v e d i n

M o n g o D B