Add 'Our Prize Winning AWS Hackathon Entry'

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 <br>This article is written to elucidate my mission that I submitted to the AWS Hackathon on Devpost. Me and my friend had preliminary began the venture as a studying step to build and deploy a machine studying challenge. We finally ended up profitable the runner up for  [BloodVitals test](https://thaprobaniannostalgia.com/index.php/How_To_Measure_Blood_Oxygen_And_What_It_Means) Computer Vision for our efforts. With rapid urbanization and industrialization Air pollution has develop into an alarming concern globally. Among completely different air pollutants particles , matter in (PM2.5) dimension vary are ready traverse deeply into our respiratory tract , transmitting hazardous chemicals into the human lungs and  [BloodVitals test](http://junlinro520.gain.tw/viewthread.php?tid=2304270&extra=) blood inflicting respiratory and cardiovascular well being points . We aim to develop picture-based mostly air high quality evaluation application , in particular a one which estimates the focus of particulate matter with diameters in range of 2.5 micrometers. It will possibly let you know what your respiration from photographs generated utilizing client grade hardware. Convolutional Neural Network (CNN) with the high computational power of Amazon EC2 DL1 occasion to unravel a pc vision problem of classifying pure photographs into 3 totally different categories
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					<br>This article is written to elucidate my mission that I submitted to the AWS Hackathon on Devpost. Me and my friend had preliminary began the venture as a studying step to build and deploy a machine studying challenge. We finally ended up profitable the runner up for [BloodVitals test](https://thaprobaniannostalgia.com/index.php/How_To_Measure_Blood_Oxygen_And_What_It_Means) Computer Vision for our efforts. With rapid urbanization and industrialization Air pollution has develop into an alarming concern globally. Among completely different air pollutants particles , matter in (PM2.5) dimension vary are ready traverse deeply into our respiratory tract , transmitting hazardous chemicals into the human lungs and [BloodVitals test](http://junlinro520.gain.tw/viewthread.php?tid=2304270&extra=) blood inflicting respiratory and cardiovascular well being points . We aim to develop picture-based mostly air high quality evaluation application , in particular a one which estimates the focus of particulate matter with diameters in range of 2.5 micrometers. It will possibly let you know what your respiration from photographs generated utilizing client grade hardware. Convolutional Neural Network (CNN) with the high computational power of Amazon EC2 DL1 occasion to unravel a pc vision problem of classifying pure photographs into 3 totally different categories